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style=\"margin-top:0;margin-bottom:0;height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:query-pagination {\"paginationArrow\":\"arrow\",\"layout\":{\"type\":\"flex\",\"justifyContent\":\"space-between\"}} -->\n<!-- wp:query-pagination-previous /-->\n\n<!-- wp:query-pagination-next /-->\n<!-- /wp:query-pagination --></div>\n<!-- /wp:group --></div>\n<!-- /wp:query --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></main>\n<!-- /wp:group -->\n\n<!-- wp:template-part {\"slug\":\"footer\",\"theme\":\"twentytwentyfour\",\"tagName\":\"footer\",\"area\":\"footer\"} /-->','Blog Home','Displays the latest posts as either the site homepage or as the \"Posts page\" as defined under reading settings. If it exists, the Front Page template overrides this template when posts are shown on the homepage.','publish','closed','closed','','home','','','2024-02-17 01:34:52','2024-02-17 01:34:52','',0,'http://wp.local/2024/02/16/home/',0,'wp_template','',0),(56,1,'2023-11-26 22:32:28','2023-11-26 22:32:28','<!-- wp:paragraph -->\n<p><strong>Note</strong>: This web site was secured using the Let\'s Encrypt and the ACME protocol</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Introduction:</strong> In an era where cyber threats are ever-present, securing online communication has become paramount. One vital aspect of safeguarding websites is the implementation of SSL/TLS certificates. Traditionally, acquiring and installing SSL certificates was a complex and expensive process, barring many website owners from adopting secure protocols. However, the advent of Let\'s Encrypt, an open certificate authority, has revolutionized this landscape. In this article, we will explore the Let\'s Encrypt project and the acme protocol, highlighting the ease and accessibility they provide for obtaining and deploying SSL certificates.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Understanding Let\'s Encrypt:</strong> Let\'s Encrypt, a non-profit certificate authority, was launched in 2015 with the goal of securing the web by making SSL certificates accessible to everyone. Unlike traditional certificate authorities, Let\'s Encrypt offers SSL certificates free of charge. This initiative has been widely praised for democratizing website security and promoting the adoption of encrypted communication.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The ACME Protocol:</strong> The Automated Certificate Management Environment (ACME) protocol is at the heart of Let\'s Encrypt\'s certificate issuance and management system. ACME provides a standardized way for web servers to request and manage SSL certificates automatically. This protocol simplifies the previously cumbersome process of certificate generation, renewal, and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Installing an SSL Certificate with Let\'s Encrypt:</strong> To acquire an SSL certificate from Let\'s Encrypt, a web developer typically employs an ACME client, such as Certbot or acme.sh, which automates the certificate management process. These clients interact with the Let\'s Encrypt servers using the ACME protocol, streamlining the certificate issuance and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 1: Installing the ACME Client:</strong> The first step involves installing the chosen ACME client on the web server. The client integrates with the server\'s configuration and handles the entire certificate management process.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 2: Generating and Requesting the Certificate:</strong> Once the ACME client is installed, it can generate a Certificate Signing Request (CSR), containing the necessary information about the website and its owner. The client then communicates with the Let\'s Encrypt server, verifies domain ownership, and requests the SSL certificate.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 3: Certificate Validation:</strong> Let\'s Encrypt employs various domain validation methods to ensure the certificate requester has control over the domain. These methods can include placing a file on the website\'s server or creating a DNS record.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 4: Obtaining the Certificate:</strong> Upon successful domain validation, Let\'s Encrypt issues the SSL certificate. The ACME client retrieves the certificate and stores it securely on the web server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 5: Automatic Renewal:</strong> Let\'s Encrypt certificates have a validity period of 90 days. However, the ACME client automates the renewal process, ensuring uninterrupted security. It can periodically contact the Let\'s Encrypt server to renew the certificate and update it on the server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong> Thanks to Let\'s Encrypt and the ACME protocol, securing websites with SSL certificates has become more accessible than ever before. The project\'s commitment to offering free certificates, coupled with the streamlined automation provided by the ACME protocol, has empowered countless web developers to enhance the security of their online platforms. By eliminating barriers and simplifying the deployment process, Let\'s Encrypt has played a pivotal role in the widespread adoption of encryption and the protection of sensitive user data on the internet.</p>\n<!-- /wp:paragraph -->','Securing a Web Site with Let\'s Encrypt','','publish','open','open','','securing-a-web-site-with-lets-encrypt','','','2024-07-12 10:34:35','2024-07-12 15:34:35','',0,'http://wp.local/?p=56',0,'post','',0),(57,1,'2024-02-16 22:30:09','2024-02-16 22:30:09','','isrg-hierarchy','','inherit','open','closed','','isrg-hierarchy','','','2024-02-16 22:30:09','2024-02-16 22:30:09','',56,'http://wp.local/wp-content/uploads/2024/02/isrg-hierarchy.png',0,'attachment','image/png',0),(58,1,'2024-02-16 22:32:28','2024-02-16 22:32:28','<!-- wp:image {\"id\":57,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/02/isrg-hierarchy-1024x683.png\" alt=\"\" class=\"wp-image-57\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:paragraph -->\n<p><strong>Note</strong>: This web site was secured using the Let\'s Encrypt and the ACME protocol</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Introduction:</strong> In an era where cyber threats are ever-present, securing online communication has become paramount. One vital aspect of safeguarding websites is the implementation of SSL/TLS certificates. Traditionally, acquiring and installing SSL certificates was a complex and expensive process, barring many website owners from adopting secure protocols. However, the advent of Let\'s Encrypt, an open certificate authority, has revolutionized this landscape. In this article, we will explore the Let\'s Encrypt project and the acme protocol, highlighting the ease and accessibility they provide for obtaining and deploying SSL certificates.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Understanding Let\'s Encrypt:</strong> Let\'s Encrypt, a non-profit certificate authority, was launched in 2015 with the goal of securing the web by making SSL certificates accessible to everyone. Unlike traditional certificate authorities, Let\'s Encrypt offers SSL certificates free of charge. This initiative has been widely praised for democratizing website security and promoting the adoption of encrypted communication.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The ACME Protocol:</strong> The Automated Certificate Management Environment (ACME) protocol is at the heart of Let\'s Encrypt\'s certificate issuance and management system. ACME provides a standardized way for web servers to request and manage SSL certificates automatically. This protocol simplifies the previously cumbersome process of certificate generation, renewal, and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Installing an SSL Certificate with Let\'s Encrypt:</strong> To acquire an SSL certificate from Let\'s Encrypt, a web developer typically employs an ACME client, such as Certbot or acme.sh, which automates the certificate management process. These clients interact with the Let\'s Encrypt servers using the ACME protocol, streamlining the certificate issuance and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 1: Installing the ACME Client:</strong> The first step involves installing the chosen ACME client on the web server. The client integrates with the server\'s configuration and handles the entire certificate management process.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 2: Generating and Requesting the Certificate:</strong> Once the ACME client is installed, it can generate a Certificate Signing Request (CSR), containing the necessary information about the website and its owner. The client then communicates with the Let\'s Encrypt server, verifies domain ownership, and requests the SSL certificate.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 3: Certificate Validation:</strong> Let\'s Encrypt employs various domain validation methods to ensure the certificate requester has control over the domain. These methods can include placing a file on the website\'s server or creating a DNS record.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 4: Obtaining the Certificate:</strong> Upon successful domain validation, Let\'s Encrypt issues the SSL certificate. The ACME client retrieves the certificate and stores it securely on the web server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 5: Automatic Renewal:</strong> Let\'s Encrypt certificates have a validity period of 90 days. However, the ACME client automates the renewal process, ensuring uninterrupted security. It can periodically contact the Let\'s Encrypt server to renew the certificate and update it on the server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong> Thanks to Let\'s Encrypt and the ACME protocol, securing websites with SSL certificates has become more accessible than ever before. The project\'s commitment to offering free certificates, coupled with the streamlined automation provided by the ACME protocol, has empowered countless web developers to enhance the security of their online platforms. By eliminating barriers and simplifying the deployment process, Let\'s Encrypt has played a pivotal role in the widespread adoption of encryption and the protection of sensitive user data on the internet.</p>\n<!-- /wp:paragraph -->','Securing a Web Site with Let\'s Encrypt','','inherit','closed','closed','','56-revision-v1','','','2024-02-16 22:32:28','2024-02-16 22:32:28','',56,'http://wp.local/?p=58',0,'revision','',0),(60,1,'2024-02-16 23:12:53','2024-02-16 23:12:53','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot. I’m a software engineer and web developer living in Central Texas.<br><br>Feedback is appreciated! Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"></div>\n<!-- /wp:group -->','About','','publish','closed','closed','','about','','','2024-07-24 08:56:01','2024-07-24 13:56:01','',0,'http://wp.local/?page_id=60',0,'page','',0),(61,1,'2024-02-16 23:12:53','2024-02-16 23:12:53','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, and other content written by John Turman. Much of the content </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:group {\"layout\":{\"type\":\"constrained\",\"contentSize\":\"300px\",\"justifyContent\":\"left\"}} -->\n<div class=\"wp-block-group\"><!-- wp:paragraph {\"style\":{\"layout\":{\"selfStretch\":\"fixed\",\"flexSize\":\"50%\"}}} -->\n<p>Leaving an indelible mark on the landscape of tomorrow.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\">About u</a></div>\n<!-- /wp:button --></div>\n<!-- /wp:buttons --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/themes/twentytwentyfour/assets/images/museum.webp\" alt=\"A ramp along a curved wall in the Kiasma Museu, Helsinki, Finland\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-02-16 23:12:53','2024-02-16 23:12:53','',60,'http://wp.local/?p=61',0,'revision','',0),(63,1,'2024-02-16 23:18:21','2024-02-16 23:18:21','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"right\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"},\"metadata\":{\"name\":\"Portfolio Images\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"0\",\"left\":\"var:preset|spacing|40\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}}} -->\n<div class=\"wp-block-columns alignwide\" style=\"margin-top:0;margin-bottom:0\"><!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":28,\"aspectRatio\":\"4/3\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-31-0.png\" alt=\"\" class=\"wp-image-28\" style=\"aspect-ratio:4/3;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":36,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-3.png\" alt=\"\" class=\"wp-image-36\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":23,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-4.png\" alt=\"\" class=\"wp-image-23\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":34,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-23-2.png\" alt=\"\" class=\"wp-image-34\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":338,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-09-07-7-0.png\" alt=\"\" class=\"wp-image-338\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":45,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-7.png\" alt=\"\" class=\"wp-image-45\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":318,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-12-06-14-0-0.png\" alt=\"\" class=\"wp-image-318\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":42,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-11-17.png\" alt=\"\" class=\"wp-image-42\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":346,\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-09-08-6-0.png\" alt=\"\" class=\"wp-image-346\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":350,\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2024-01-02-1-1-0.png\" alt=\"\" class=\"wp-image-350\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Cats, dogs, etc.','','publish','closed','closed','','cats-dogs-etc','','','2024-03-01 22:15:09','2024-03-02 04:15:09','',243,'http://wp.local/?page_id=63',0,'page','',0),(64,1,'2024-02-16 23:18:21','2024-02-16 23:18:21','<!-- wp:spacer {\"height\":\"var:preset|spacing|50\",\"style\":{\"layout\":[]}} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:group {\"align\":\"wide\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignwide\"></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"right\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"},\"metadata\":{\"name\":\"Portfolio Images\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"0\",\"left\":\"var:preset|spacing|40\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}}} -->\n<div class=\"wp-block-columns alignwide\" style=\"margin-top:0;margin-bottom:0\"><!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"id\":28,\"aspectRatio\":\"4/3\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-31-0.png\" alt=\"\" class=\"wp-image-28\" style=\"aspect-ratio:4/3;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":36,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-3.png\" alt=\"\" class=\"wp-image-36\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":23,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-4.png\" alt=\"\" class=\"wp-image-23\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":34,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-23-2.png\" alt=\"\" class=\"wp-image-34\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"1\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"id\":45,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-7.png\" alt=\"\" class=\"wp-image-45\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":42,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-11-17.png\" alt=\"\" class=\"wp-image-42\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Cats, dogs, etc.','','inherit','closed','closed','','63-revision-v1','','','2024-02-16 23:18:21','2024-02-16 23:18:21','',63,'http://wp.local/?p=64',0,'revision','',0),(66,1,'2023-11-26 00:13:02','2023-11-26 00:13:02','<!-- wp:paragraph -->\n<p>In the ever-evolving digital landscape, businesses and organizations seek a content management system (CMS) that combines modern features, flexibility, and robust functionality. Drupal, a powerful open-source CMS, has emerged as a leading choice, offering a comprehensive solution for content management and API creation. In this article, we will explore how Drupal embodies modernity, highlighting its advanced features and why it stands out as an excellent option for businesses of all sizes.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>1. Flexible and Extensible Architecture:</strong><br>Drupal boasts a flexible and extensible architecture that empowers developers and content creators alike. With its modular design, Drupal allows for easy customization, enabling the creation of unique and tailored digital experiences. From simple websites to complex enterprise platforms, Drupal can scale effortlessly to meet diverse requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>2. Mobile-First Approach:</strong><br>In today\'s mobile-centric world, having a responsive website is crucial. Drupal\'s mobile-first approach ensures that your content looks great and functions flawlessly across a wide range of devices. Its built-in responsive design capabilities and mobile-friendly administration interface make managing and editing content on-the-go a breeze.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>3. Powerful Content Management:</strong><br>Drupal offers a robust content management system that enables seamless content creation, organization, and publishing. Its intuitive user interface simplifies content authoring and editing, allowing non-technical users to contribute effortlessly. Drupal\'s content moderation and revision control features ensure precise content governance, providing a reliable foundation for collaboration and workflow management.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>4. Advanced Customization and Theming:</strong><br>With Drupal, you have complete control over the look and feel of your website. Its flexible theming system enables the creation of visually stunning and highly personalized designs. Whether you prefer to leverage pre-built themes or develop custom designs from scratch, Drupal accommodates your specific branding and aesthetic requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>5. API-First Architecture:</strong><br>As the digital landscape becomes increasingly interconnected, the ability to integrate and exchange data is paramount. Drupal\'s API-first architecture positions it as an excellent choice for creating robust, scalable, and secure APIs. Whether you need to integrate with third-party services, build mobile applications, or facilitate headless CMS setups, Drupal provides the necessary tools and frameworks to create powerful and versatile APIs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>6. Extensive Module Ecosystem:</strong><br>Drupal boasts a vibrant and thriving community that has contributed thousands of modules to extend its functionality. These modules cover a wide range of use cases, including e-commerce, social media integration, SEO optimization, analytics, and more. Leveraging these modules saves development time and allows businesses to tap into an extensive library of features, further enhancing the capabilities of their Drupal-based websites.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong><br>Drupal stands tall as a modern CMS solution, combining flexible architecture, powerful content management features, and advanced API capabilities. With its focus on mobile-first design, extensive customization options, and an active community, Drupal empowers businesses to create compelling digital experiences that adapt seamlessly to changing requirements. Whether you\'re a small business or an enterprise, Drupal provides the tools you need to build, manage, and scale your online presence effectively. Choose Drupal as your CMS and unlock a world of possibilities for your digital journey.</p>\n<!-- /wp:paragraph -->','Why I Use Drupal','','publish','open','open','','why-i-use-drupal','','','2024-07-12 10:35:01','2024-07-12 15:35:01','',0,'http://wp.local/?p=66',0,'post','',0),(67,1,'2024-02-17 00:08:43','2024-02-17 00:08:43','','Drupal10','','inherit','open','closed','','drupal10','','','2024-02-17 00:08:43','2024-02-17 00:08:43','',66,'http://wp.local/wp-content/uploads/2024/02/Drupal10.jpeg',0,'attachment','image/jpeg',0),(68,1,'2024-02-17 00:13:02','2024-02-17 00:13:02','<!-- wp:image {\"id\":67,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/02/Drupal10-1024x576.jpeg\" alt=\"\" class=\"wp-image-67\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:paragraph -->\n<p>In the ever-evolving digital landscape, businesses and organizations seek a content management system (CMS) that combines modern features, flexibility, and robust functionality. Drupal, a powerful open-source CMS, has emerged as a leading choice, offering a comprehensive solution for content management and API creation. In this article, we will explore how Drupal embodies modernity, highlighting its advanced features and why it stands out as an excellent option for businesses of all sizes.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>1. Flexible and Extensible Architecture:</strong><br>Drupal boasts a flexible and extensible architecture that empowers developers and content creators alike. With its modular design, Drupal allows for easy customization, enabling the creation of unique and tailored digital experiences. From simple websites to complex enterprise platforms, Drupal can scale effortlessly to meet diverse requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>2. Mobile-First Approach:</strong><br>In today\'s mobile-centric world, having a responsive website is crucial. Drupal\'s mobile-first approach ensures that your content looks great and functions flawlessly across a wide range of devices. Its built-in responsive design capabilities and mobile-friendly administration interface make managing and editing content on-the-go a breeze.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>3. Powerful Content Management:</strong><br>Drupal offers a robust content management system that enables seamless content creation, organization, and publishing. Its intuitive user interface simplifies content authoring and editing, allowing non-technical users to contribute effortlessly. Drupal\'s content moderation and revision control features ensure precise content governance, providing a reliable foundation for collaboration and workflow management.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>4. Advanced Customization and Theming:</strong><br>With Drupal, you have complete control over the look and feel of your website. Its flexible theming system enables the creation of visually stunning and highly personalized designs. Whether you prefer to leverage pre-built themes or develop custom designs from scratch, Drupal accommodates your specific branding and aesthetic requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>5. API-First Architecture:</strong><br>As the digital landscape becomes increasingly interconnected, the ability to integrate and exchange data is paramount. Drupal\'s API-first architecture positions it as an excellent choice for creating robust, scalable, and secure APIs. Whether you need to integrate with third-party services, build mobile applications, or facilitate headless CMS setups, Drupal provides the necessary tools and frameworks to create powerful and versatile APIs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>6. Extensive Module Ecosystem:</strong><br>Drupal boasts a vibrant and thriving community that has contributed thousands of modules to extend its functionality. These modules cover a wide range of use cases, including e-commerce, social media integration, SEO optimization, analytics, and more. Leveraging these modules saves development time and allows businesses to tap into an extensive library of features, further enhancing the capabilities of their Drupal-based websites.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong><br>Drupal stands tall as a modern CMS solution, combining flexible architecture, powerful content management features, and advanced API capabilities. With its focus on mobile-first design, extensive customization options, and an active community, Drupal empowers businesses to create compelling digital experiences that adapt seamlessly to changing requirements. Whether you\'re a small business or an enterprise, Drupal provides the tools you need to build, manage, and scale your online presence effectively. Choose Drupal as your CMS and unlock a world of possibilities for your digital journey.</p>\n<!-- /wp:paragraph -->','Why I Use Drupal','','inherit','closed','closed','','66-revision-v1','','','2024-02-17 00:13:02','2024-02-17 00:13:02','',66,'http://wp.local/?p=68',0,'revision','',0),(69,1,'2023-10-23 01:15:10','2023-10-23 01:15:10','<!-- wp:paragraph -->\n<p>In the realm of frontend development, choosing the right framework can make a significant difference in building robust, scalable, and efficient web applications. Angular, developed and maintained by Google, has emerged as a leading choice for developers seeking modern features and unparalleled development capabilities. In this article, we will explore why Angular stands out as a compelling framework for frontend development and why it should be on your radar.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Comprehensive & Modern Features:</strong><br>Angular boasts a rich set of features that empower developers to create cutting-edge web applications. Here are some key features that make Angular a standout choice:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Component-Based Architecture: Angular\'s component-based architecture enables developers to build modular, reusable, and maintainable code. This approach enhances productivity and facilitates collaborative development.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>TypeScript Integration: Angular is built with TypeScript, a statically typed superset of JavaScript. The use of TypeScript brings advantages such as enhanced code readability, improved tooling, better error checking, and increased scalability.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Reactive Extensions (RxJS): Angular leverages RxJS, a powerful library for reactive programming, to handle asynchronous operations and data streams. This simplifies the management of complex data flows, making applications more responsive and efficient.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Dependency Injection (DI): Angular\'s built-in dependency injection system enables seamless integration of services, making it easier to manage dependencies, promote code reusability, and enhance testability.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Full-Featured Framework</strong><br>Angular offers a comprehensive ecosystem that covers a wide range of frontend development needs:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Angular CLI: The Angular Command Line Interface (CLI) provides a powerful set of tools for scaffolding, building, testing, and deploying Angular applications. It simplifies the development process and accelerates productivity.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Angular Material: Angular Material is a library of pre-built UI components that adhere to Google\'s Material Design principles. It offers a consistent and visually appealing user interface, allowing developers to create modern and responsive applications effortlessly.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>State Management with NgRx: For complex applications, Angular integrates seamlessly with NgRx, a Redux-inspired state management library. NgRx provides a structured approach to managing application state, enabling developers to build scalable and maintainable applications.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Native Mobile App Development: With the introduction of Ionic and NativeScript frameworks, Angular extends its capabilities to hybrid and native mobile app development. This versatility allows developers to reuse code and skills across multiple platforms, saving time and effort.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Thriving Community & Resources</strong><br>Angular enjoys a vibrant and supportive community, with numerous resources available to developers:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Extensive Documentation: Angular provides comprehensive and up-to-date documentation, which serves as an invaluable resource for developers at all skill levels. The documentation covers everything from getting started guides to in-depth explanations of advanced concepts.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Active Community and Third-Party Libraries: Angular has a thriving community of developers who actively contribute to open-source projects, share knowledge, and provide support. This ecosystem ensures access to a vast array of third-party libraries, tools, and solutions to cater to diverse development requirements.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Regular Updates and Long-Term Support: Google\'s ongoing commitment to Angular ensures regular updates, bug fixes, and new features. Angular\'s long-term support (LTS) releases provide stability and security, making it a reliable choice for enterprise applications.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong><br> </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Angular has established itself as a premier frontend development framework by combining a comprehensive set of modern features, a rich ecosystem, and a supportive community. Its component-based architecture, TypeScript integration, RxJS, and powerful tooling make Angular an excellent choice for building scalable, maintainable, and feature-rich web applications. If you\'re seeking a framework that embodies modern frontend development practices and delivers exceptional results, Angular should be at the top of your list.</p>\n<!-- /wp:paragraph -->','Why I Use Angular','','publish','open','open','','why-i-use-angular','','','2024-07-12 10:35:25','2024-07-12 15:35:25','',0,'http://wp.local/?p=69',0,'post','',0),(70,1,'2024-02-17 01:17:48','2024-02-17 01:17:48','','angular','','inherit','open','closed','','angular','','','2024-02-17 01:17:48','2024-02-17 01:17:48','',69,'http://wp.local/wp-content/uploads/2024/02/angular.png',0,'attachment','image/png',0),(71,1,'2024-02-17 01:19:25','2024-02-17 01:19:25','<!-- wp:image {\"id\":70,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/02/angular.png\" alt=\"\" class=\"wp-image-70\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:paragraph -->\n<p>In the realm of frontend development, choosing the right framework can make a significant difference in building robust, scalable, and efficient web applications. Angular, developed and maintained by Google, has emerged as a leading choice for developers seeking modern features and unparalleled development capabilities. In this article, we will explore why Angular stands out as a compelling framework for frontend development and why it should be on your radar.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Comprehensive & Modern Features:</strong><br>Angular boasts a rich set of features that empower developers to create cutting-edge web applications. Here are some key features that make Angular a standout choice:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Component-Based Architecture: Angular\'s component-based architecture enables developers to build modular, reusable, and maintainable code. This approach enhances productivity and facilitates collaborative development.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>TypeScript Integration: Angular is built with TypeScript, a statically typed superset of JavaScript. The use of TypeScript brings advantages such as enhanced code readability, improved tooling, better error checking, and increased scalability.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Reactive Extensions (RxJS): Angular leverages RxJS, a powerful library for reactive programming, to handle asynchronous operations and data streams. This simplifies the management of complex data flows, making applications more responsive and efficient.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Dependency Injection (DI): Angular\'s built-in dependency injection system enables seamless integration of services, making it easier to manage dependencies, promote code reusability, and enhance testability.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Full-Featured Framework</strong><br>Angular offers a comprehensive ecosystem that covers a wide range of frontend development needs:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Angular CLI: The Angular Command Line Interface (CLI) provides a powerful set of tools for scaffolding, building, testing, and deploying Angular applications. It simplifies the development process and accelerates productivity.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Angular Material: Angular Material is a library of pre-built UI components that adhere to Google\'s Material Design principles. It offers a consistent and visually appealing user interface, allowing developers to create modern and responsive applications effortlessly.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>State Management with NgRx: For complex applications, Angular integrates seamlessly with NgRx, a Redux-inspired state management library. NgRx provides a structured approach to managing application state, enabling developers to build scalable and maintainable applications.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Native Mobile App Development: With the introduction of Ionic and NativeScript frameworks, Angular extends its capabilities to hybrid and native mobile app development. This versatility allows developers to reuse code and skills across multiple platforms, saving time and effort.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Thriving Community & Resources</strong><br>Angular enjoys a vibrant and supportive community, with numerous resources available to developers:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Extensive Documentation: Angular provides comprehensive and up-to-date documentation, which serves as an invaluable resource for developers at all skill levels. The documentation covers everything from getting started guides to in-depth explanations of advanced concepts.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Active Community and Third-Party Libraries: Angular has a thriving community of developers who actively contribute to open-source projects, share knowledge, and provide support. This ecosystem ensures access to a vast array of third-party libraries, tools, and solutions to cater to diverse development requirements.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Regular Updates and Long-Term Support: Google\'s ongoing commitment to Angular ensures regular updates, bug fixes, and new features. Angular\'s long-term support (LTS) releases provide stability and security, making it a reliable choice for enterprise applications.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong><br> </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Angular has established itself as a premier frontend development framework by combining a comprehensive set of modern features, a rich ecosystem, and a supportive community. Its component-based architecture, TypeScript integration, RxJS, and powerful tooling make Angular an excellent choice for building scalable, maintainable, and feature-rich web applications. If you\'re seeking a framework that embodies modern frontend development practices and delivers exceptional results, Angular should be at the top of your list.</p>\n<!-- /wp:paragraph -->','Why I Use Angular','','inherit','closed','closed','','69-revision-v1','','','2024-02-17 01:19:25','2024-02-17 01:19:25','',69,'http://wp.local/?p=71',0,'revision','',0),(72,1,'2024-02-17 01:23:09','2024-02-17 01:23:09','<!-- wp:paragraph -->\n<p>In recent years, the field of machine learning has witnessed groundbreaking advancements that have reshaped the way we approach various tasks, from natural language processing to computer vision. Among these remarkable achievements, one paper, in particular, has had a profound impact on the field: \"Attention Is All You Need.\" Published in 2017 by Vaswani et al., this paper introduced the Transformer model, which brought attention mechanisms to the forefront of machine learning research. Since its release, the Transformer has become the backbone of numerous state-of-the-art models and has revolutionized the way we understand and utilize machine learning algorithms.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Limitations of Recurrent Neural Networks</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Before the advent of the Transformer model, recurrent neural networks (RNNs) were widely used for sequence-to-sequence tasks, such as machine translation or text summarization. RNNs process input sequentially, which limits their parallelization and makes them computationally expensive. Additionally, RNNs suffer from vanishing or exploding gradient problems, which hinder their ability to capture long-term dependencies in sequences. These limitations called for a novel approach that could overcome these issues and enable more efficient and accurate sequence modeling.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Transformer Architecture</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The \"Attention Is All You Need\" paper presented the Transformer, an attention-based neural network architecture that eliminated the need for recurrent or convolutional layers entirely. The key idea behind the Transformer is self-attention, a mechanism that allows the model to weigh the importance of different elements in a sequence when processing it.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The Transformer architecture consists of two main components: the encoder and the decoder. The encoder takes the input sequence and applies self-attention to capture the relationships between different elements in the sequence. The decoder, on the other hand, uses self-attention in combination with encoder-decoder attention to generate an output sequence based on the encoded representation. Crucially, self-attention allows the model to process the entire input sequence in parallel, making it highly efficient and significantly reducing the computational requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Advantages and Impact</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The introduction of the Transformer model brought several significant advantages and had a profound impact on the field of machine learning:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>1. Parallelization: Unlike RNNs, the Transformer can process input sequences in parallel, resulting in faster training and inference times. This makes it particularly well-suited for handling long sequences and large-scale datasets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>2. Long-range dependencies: Self-attention enables the Transformer to capture long-range dependencies in sequences effectively. This ability to model relationships between distant elements is crucial for tasks such as machine translation, where words or phrases may have dependencies that span the entire sentence.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>3. Scalability: The self-attention mechanism allows the Transformer to scale to much larger model sizes compared to traditional recurrent models. This scalability has paved the way for models with billions of parameters, such as GPT-3, which have achieved impressive results across various natural language processing tasks.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>4. Generalizability: The Transformer\'s attention mechanism makes it highly adaptable to different domains and tasks. It has been successfully applied to machine translation, language modeling, image recognition, speech synthesis, and many other areas, showcasing its versatility and effectiveness.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The publication of \"Attention Is All You Need\" and the introduction of the Transformer architecture marked a significant milestone in the field of machine learning. By leveraging self-attention, the Transformer model revolutionized the way we approach sequence modeling tasks, eliminating the need for recurrent layers and enabling parallel processing. Its advantages in terms of scalability, efficiency, and capturing long-range dependencies have led to state-of-the-art performance in various domains.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The impact of the Transformer extends far beyond the initial paper, as it has become the foundation for numerous subsequent models and techniques. It has not only advanced the field of natural language processing but has also influenced computer vision and speech.</p>\n<!-- /wp:paragraph -->','AI Transformers - Attention Is All You Need','','publish','open','open','','ai-transformers-attention-is-all-you-need','','','2024-07-12 10:34:07','2024-07-12 15:34:07','',0,'http://wp.local/?p=72',0,'post','',0),(73,1,'2024-02-17 01:21:29','2024-02-17 01:21:29','','attention','','inherit','open','closed','','attention','','','2024-02-17 01:21:29','2024-02-17 01:21:29','',72,'http://wp.local/wp-content/uploads/2024/02/attention.png',0,'attachment','image/png',0),(74,1,'2024-02-17 01:23:09','2024-02-17 01:23:09','<!-- wp:image {\"id\":73,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/02/attention.png\" alt=\"\" class=\"wp-image-73\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:paragraph -->\n<p>In recent years, the field of machine learning has witnessed groundbreaking advancements that have reshaped the way we approach various tasks, from natural language processing to computer vision. Among these remarkable achievements, one paper, in particular, has had a profound impact on the field: \"Attention Is All You Need.\" Published in 2017 by Vaswani et al., this paper introduced the Transformer model, which brought attention mechanisms to the forefront of machine learning research. Since its release, the Transformer has become the backbone of numerous state-of-the-art models and has revolutionized the way we understand and utilize machine learning algorithms.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Limitations of Recurrent Neural Networks</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Before the advent of the Transformer model, recurrent neural networks (RNNs) were widely used for sequence-to-sequence tasks, such as machine translation or text summarization. RNNs process input sequentially, which limits their parallelization and makes them computationally expensive. Additionally, RNNs suffer from vanishing or exploding gradient problems, which hinder their ability to capture long-term dependencies in sequences. These limitations called for a novel approach that could overcome these issues and enable more efficient and accurate sequence modeling.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Transformer Architecture</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The \"Attention Is All You Need\" paper presented the Transformer, an attention-based neural network architecture that eliminated the need for recurrent or convolutional layers entirely. The key idea behind the Transformer is self-attention, a mechanism that allows the model to weigh the importance of different elements in a sequence when processing it.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The Transformer architecture consists of two main components: the encoder and the decoder. The encoder takes the input sequence and applies self-attention to capture the relationships between different elements in the sequence. The decoder, on the other hand, uses self-attention in combination with encoder-decoder attention to generate an output sequence based on the encoded representation. Crucially, self-attention allows the model to process the entire input sequence in parallel, making it highly efficient and significantly reducing the computational requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Advantages and Impact</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The introduction of the Transformer model brought several significant advantages and had a profound impact on the field of machine learning:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>1. Parallelization: Unlike RNNs, the Transformer can process input sequences in parallel, resulting in faster training and inference times. This makes it particularly well-suited for handling long sequences and large-scale datasets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>2. Long-range dependencies: Self-attention enables the Transformer to capture long-range dependencies in sequences effectively. This ability to model relationships between distant elements is crucial for tasks such as machine translation, where words or phrases may have dependencies that span the entire sentence.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>3. Scalability: The self-attention mechanism allows the Transformer to scale to much larger model sizes compared to traditional recurrent models. This scalability has paved the way for models with billions of parameters, such as GPT-3, which have achieved impressive results across various natural language processing tasks.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>4. Generalizability: The Transformer\'s attention mechanism makes it highly adaptable to different domains and tasks. It has been successfully applied to machine translation, language modeling, image recognition, speech synthesis, and many other areas, showcasing its versatility and effectiveness.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The publication of \"Attention Is All You Need\" and the introduction of the Transformer architecture marked a significant milestone in the field of machine learning. By leveraging self-attention, the Transformer model revolutionized the way we approach sequence modeling tasks, eliminating the need for recurrent layers and enabling parallel processing. Its advantages in terms of scalability, efficiency, and capturing long-range dependencies have led to state-of-the-art performance in various domains.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The impact of the Transformer extends far beyond the initial paper, as it has become the foundation for numerous subsequent models and techniques. It has not only advanced the field of natural language processing but has also influenced computer vision and speech.</p>\n<!-- /wp:paragraph -->','AI Transformers - Attention Is All You Need','','inherit','closed','closed','','72-revision-v1','','','2024-02-17 01:23:09','2024-02-17 01:23:09','',72,'http://wp.local/?p=74',0,'revision','',0),(75,1,'2024-02-17 01:28:03','2024-02-17 01:28:03','<!-- wp:template-part {\"slug\":\"header\",\"theme\":\"twentytwentyfour\",\"tagName\":\"header\",\"area\":\"header\"} /-->\n\n<!-- wp:group {\"tagName\":\"main\",\"style\":{\"spacing\":{\"blockGap\":\"0\",\"margin\":{\"top\":\"0\"}}},\"layout\":{\"type\":\"default\"}} -->\n<main class=\"wp-block-group\" style=\"margin-top:0\"><!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:group {\"align\":\"wide\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignwide\"><!-- wp:query {\"queryId\":16,\"query\":{\"perPage\":10,\"pages\":0,\"offset\":\"0\",\"postType\":\"post\",\"order\":\"desc\",\"orderBy\":\"date\",\"author\":\"\",\"search\":\"\",\"exclude\":[],\"sticky\":\"\",\"inherit\":true},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-query\"><!-- wp:query-no-results -->\n<!-- wp:paragraph -->\n<p>No posts were found.</p>\n<!-- /wp:paragraph -->\n<!-- /wp:query-no-results -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"0\",\"right\":\"0\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"default\"}} -->\n<div class=\"wp-block-group\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:0;padding-bottom:var(--wp--preset--spacing--50);padding-left:0\"><!-- wp:post-template {\"align\":\"full\",\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|40\"}},\"layout\":{\"type\":\"default\",\"columnCount\":3}} -->\n<!-- wp:post-featured-image {\"isLink\":true,\"aspectRatio\":\"3/2\",\"style\":{\"spacing\":{\"margin\":{\"bottom\":\"var:preset|spacing|20\"}}}} /-->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"8px\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"flexWrap\":\"nowrap\"}} -->\n<div class=\"wp-block-group\"><!-- wp:post-title {\"isLink\":true,\"style\":{\"spacing\":{\"margin\":{\"bottom\":\"0\"}}},\"fontSize\":\"x-large\"} /-->\n\n<!-- wp:template-part {\"slug\":\"post-meta\",\"theme\":\"twentytwentyfour\"} /-->\n\n<!-- wp:post-excerpt {\"fontSize\":\"small\"} /-->\n\n<!-- wp:spacer {\"height\":\"0px\",\"style\":{\"layout\":{\"flexSize\":\"min(2.5rem, 3vw)\",\"selfStretch\":\"fixed\"}}} -->\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer --></div>\n<!-- /wp:group -->\n<!-- /wp:post-template -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}}} -->\n<div style=\"margin-top:0;margin-bottom:0;height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:query-pagination {\"paginationArrow\":\"arrow\",\"layout\":{\"type\":\"flex\",\"justifyContent\":\"space-between\"}} -->\n<!-- wp:query-pagination-previous /-->\n\n<!-- wp:query-pagination-next /-->\n<!-- /wp:query-pagination --></div>\n<!-- /wp:group --></div>\n<!-- /wp:query --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></main>\n<!-- /wp:group -->\n\n<!-- wp:template-part {\"slug\":\"footer\",\"theme\":\"twentytwentyfour\",\"tagName\":\"footer\",\"area\":\"footer\"} /-->','Blog Home','Displays the latest posts as either the site homepage or as the \"Posts page\" as defined under reading settings. 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{\"id\":185,\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-25-2.png\" alt=\"\" class=\"wp-image-185\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Oases','','inherit','closed','closed','','235-revision-v1','','','2024-02-17 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-->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":187,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-25-11-0.png\" alt=\"\" class=\"wp-image-187\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":179,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-21-18.png\" alt=\"\" class=\"wp-image-179\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":185,\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-25-2.png\" alt=\"\" class=\"wp-image-185\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Oases','','inherit','closed','closed','','235-revision-v1','','','2024-02-17 23:31:40','2024-02-17 23:31:40','',235,'http://wp.local/?p=237',0,'revision','',0),(240,1,'2024-02-20 19:59:00','2024-02-21 01:59:00','<div class=\"chat-message\"><strong>John:</strong> who were some great guitarists from the 80s?</div><div class=\"chat-message\"><strong>Chatbot:</strong> 1. Eddie Van Halen (Van Halen)<br>2. Joe Satriani <br>3. Steve Vai <br>4. Slash (Guns N' Roses)<br>5. The Edge (U2)<br>6. Yngwie Malmsteen <br>7. Eric Clapton <br>8. Randy Rhoads (Ozzy Osbourne's band)<br>9. David Gilmour (Pink Floyd)<br>10. Stevie Ray Vaughan<br>11. Robert Smith (The Cure)<br>12. Bruce Springsteen <br>13. Johnny Marr (The Smiths)<br>14. George Lynch (Dokken)<br>15. Brian May (Queen)<br>16. Billy Gibbons (ZZ Top)<br>17. Angus Young (AC/DC)<br>18. Mark Knopfler (Dire Straits)<br>19. Kirk Hammett (Metallica)<br>20. Carlos Santana</div><div class=\"chat-message\"><strong>John:</strong> how about the 90s?</div><div class=\"chat-message\"><strong>Chatbot:</strong> 1. Kurt Cobain (Nirvana)<br>2. Tom Morello (Rage Against the Machine)<br>3. Billy Corgan (Smashing Pumpkins)<br>4. Johnny Greenwood (Radiohead)<br>5. John Frusciante (Red Hot Chili Peppers)<br>6. Eddie Vedder (Pearl Jam)<br>7. Jerry Cantrell (Alice In Chains)<br>8. Dimebag Darrell (Pantera)<br>9. James Hetfield (Metallica)<br>10. Kim Thayil (Soundgarden)<br>11. Dave Navarro (Jane's Addiction, Red Hot Chili Peppers)<br>12. Mike McCready (Pearl Jam)<br>13. Stone Gossard (Pearl Jam)<br>14. Joey Santiago (The Pixies)<br>15. Thurston Moore (Sonic Youth)<br>16. Mick Thomson (Slipknot)<br>17. Zakk Wylde (Black Label Society, Ozzy Osbourne)<br>18. Slash (Guns N' Roses)<br>19. Danny Jones (McFly)<br>20. Kevin Shields (My Bloody Valentine)</div>','Who were some great guitarists from the 80s?','','publish','open','open','','who-were-some-great-guitarists-from-the-80s','','','2024-07-23 18:46:28','2024-07-23 23:46:28','',0,'http://wp.local/2024/02/20/who-were-some-great-guitarists-from-the-80s/',0,'post','',0),(241,1,'2024-02-20 20:03:41','2024-02-21 02:03:41','<div class=\"chat-message\"><strong>John:</strong> what is the wolf tone in music?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> A wolf tone, also known as a "wolf note", is a musical phenomenon generally found in string instruments, such as the cello, violin, and viola. It is an undesired tone that is produced when certain conditions cause sound frequencies to interfere with each other in a way that produces a "howling" sound, similar to that of a wolf. This can be due to the interaction of the natural resonant frequency of the instrument and the pitch played, resulting in a tone that is perceived as out of tune or dissonant.</div><br /><div class=\"chat-message\"><strong>John:</strong> is there a particular interval that is considered to be a wolf note?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> The concept of a "wolf note" or "wolf interval" is particularly seen in historical temperaments, where tuning keys to an exact fraction of an octave would result in different fractions being out of tune with each other. This is typically seen between the notes G♯ and E♭ in the Pythagorean tuning method, resulting in what is known as a "wolf fifth". However, in modern equal temperament tuning, this is largely negligible. The specific note that becomes the "wolf note" can vary between different instruments due to differences in their size, shape, and construction.</div><br />','What is the wolf tone in music?','','publish','open','open','','what-is-the-wolf-tone-in-music','','','2024-07-23 18:46:50','2024-07-23 23:46:50','',0,'http://wp.local/2024/02/20/what-is-the-wolf-tone-in-music/',0,'post','',0),(242,1,'2024-02-21 00:35:21','2024-02-21 06:35:21','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:tag-cloud /-->\n\n<!-- wp:search {\"label\":\"Search\",\"showLabel\":false,\"buttonText\":\"Search\",\"buttonUseIcon\":true} /-->\n\n<!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} 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{\"id\":34,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-23-2.png\" alt=\"\" class=\"wp-image-34\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"1\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"id\":45,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-7.png\" alt=\"\" class=\"wp-image-45\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":42,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-11-17.png\" alt=\"\" class=\"wp-image-42\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Cats, dogs, etc.','','inherit','closed','closed','','63-revision-v1','','','2024-02-21 10:39:44','2024-02-21 16:39:44','',63,'http://wp.local/?p=250',0,'revision','',0),(251,1,'2024-02-21 11:17:41','2024-02-21 17:17:41','<!-- wp:latest-posts {\"categories\":[{\"id\":5,\"count\":2,\"description\":\"\",\"link\":\"http://wp.local/category/ai-chat/\",\"name\":\"AI Chat\",\"slug\":\"ai-chat\",\"taxonomy\":\"category\",\"parent\":0,\"meta\":[],\"_links\":{\"self\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories/5\"}],\"collection\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"http://wp.local/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"http://wp.local/wp-json/wp/v2/posts?categories=5\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],\"postsToShow\":100} /-->','Conversations','','draft','closed','closed','','conversations','','','2024-02-27 17:51:24','2024-02-27 23:51:24','',0,'http://wp.local/?page_id=251',0,'page','',0),(252,1,'2024-02-21 11:17:41','2024-02-21 17:17:41','<!-- wp:page-list /-->\n\n<!-- wp:latest-posts /-->','Conversations','','inherit','closed','closed','','251-revision-v1','','','2024-02-21 11:17:41','2024-02-21 17:17:41','',251,'http://wp.local/?p=252',0,'revision','',0),(253,1,'2024-02-21 13:27:44','2024-02-21 19:27:44','<div class=\"chat-message\"><strong>John:</strong> what is the wolf tone in music?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> A wolf tone, also known as a "wolf note", is a musical phenomenon generally found in string instruments, such as the cello, violin, and viola. It is an undesired tone that is produced when certain conditions cause sound frequencies to interfere with each other in a way that produces a "howling" sound, similar to that of a wolf. This can be due to the interaction of the natural resonant frequency of the instrument and the pitch played, resulting in a tone that is perceived as out of tune or dissonant.</div><br /><div class=\"chat-message\"><strong>John:</strong> is there a particular interval that is considered to be a wolf note?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> The concept of a "wolf note" or "wolf interval" is particularly seen in historical temperaments, where tuning keys to an exact fraction of an octave would result in different fractions being out of tune with each other. This is typically seen between the notes G♯ and E♭ in the Pythagorean tuning method, resulting in what is known as a "wolf fifth". However, in modern equal temperament tuning, this is largely negligible. The specific note that becomes the "wolf note" can vary between different instruments due to differences in their size, shape, and construction.</div><br />','what is the wolf tone in music?','','inherit','closed','closed','','241-revision-v1','','','2024-02-21 13:27:44','2024-02-21 19:27:44','',241,'http://wp.local/?p=253',0,'revision','',0),(254,1,'2024-02-21 13:28:59','2024-02-21 19:28:59','<div class=\"chat-message\"><strong>John:</strong> what is the wolf tone in music?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> A wolf tone, also known as a "wolf note", is a musical phenomenon generally found in string instruments, such as the cello, violin, and viola. It is an undesired tone that is produced when certain conditions cause sound frequencies to interfere with each other in a way that produces a "howling" sound, similar to that of a wolf. This can be due to the interaction of the natural resonant frequency of the instrument and the pitch played, resulting in a tone that is perceived as out of tune or dissonant.</div><br /><div class=\"chat-message\"><strong>John:</strong> is there a particular interval that is considered to be a wolf note?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> The concept of a "wolf note" or "wolf interval" is particularly seen in historical temperaments, where tuning keys to an exact fraction of an octave would result in different fractions being out of tune with each other. This is typically seen between the notes G♯ and E♭ in the Pythagorean tuning method, resulting in what is known as a "wolf fifth". However, in modern equal temperament tuning, this is largely negligible. The specific note that becomes the "wolf note" can vary between different instruments due to differences in their size, shape, and construction.</div><br />','What is the wolf tone in music?','','inherit','closed','closed','','241-revision-v1','','','2024-02-21 13:28:59','2024-02-21 19:28:59','',241,'http://wp.local/?p=254',0,'revision','',0),(255,1,'2024-02-21 13:29:28','2024-02-21 19:29:28','<div class=\"chat-message\"><strong>John:</strong> who were some great guitarists from the 80s?</div><div class=\"chat-message\"><strong>Chatbot:</strong> 1. Eddie Van Halen (Van Halen)<br>2. Joe Satriani <br>3. Steve Vai <br>4. Slash (Guns N' Roses)<br>5. The Edge (U2)<br>6. Yngwie Malmsteen <br>7. Eric Clapton <br>8. Randy Rhoads (Ozzy Osbourne's band)<br>9. David Gilmour (Pink Floyd)<br>10. Stevie Ray Vaughan<br>11. Robert Smith (The Cure)<br>12. Bruce Springsteen <br>13. Johnny Marr (The Smiths)<br>14. George Lynch (Dokken)<br>15. Brian May (Queen)<br>16. Billy Gibbons (ZZ Top)<br>17. Angus Young (AC/DC)<br>18. Mark Knopfler (Dire Straits)<br>19. Kirk Hammett (Metallica)<br>20. Carlos Santana</div><div class=\"chat-message\"><strong>John:</strong> how about the 90s?</div><div class=\"chat-message\"><strong>Chatbot:</strong> 1. Kurt Cobain (Nirvana)<br>2. Tom Morello (Rage Against the Machine)<br>3. Billy Corgan (Smashing Pumpkins)<br>4. Johnny Greenwood (Radiohead)<br>5. John Frusciante (Red Hot Chili Peppers)<br>6. Eddie Vedder (Pearl Jam)<br>7. Jerry Cantrell (Alice In Chains)<br>8. Dimebag Darrell (Pantera)<br>9. James Hetfield (Metallica)<br>10. Kim Thayil (Soundgarden)<br>11. Dave Navarro (Jane's Addiction, Red Hot Chili Peppers)<br>12. Mike McCready (Pearl Jam)<br>13. Stone Gossard (Pearl Jam)<br>14. Joey Santiago (The Pixies)<br>15. Thurston Moore (Sonic Youth)<br>16. Mick Thomson (Slipknot)<br>17. Zakk Wylde (Black Label Society, Ozzy Osbourne)<br>18. Slash (Guns N' Roses)<br>19. Danny Jones (McFly)<br>20. Kevin Shields (My Bloody Valentine)</div>','Who were some great guitarists from the 80s?','','inherit','closed','closed','','240-revision-v1','','','2024-02-21 13:29:28','2024-02-21 19:29:28','',240,'http://wp.local/?p=255',0,'revision','',0),(258,1,'2024-02-21 13:36:31','2024-02-21 19:36:31','<div class=\"chat-message\"><span style=\"background-color: var(--wp--preset--color--base); color: var(--wp--preset--color--contrast); font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">WordPress is a powerful tool that’s been around for over 15 years, continually evolving and improving. Whether you\'re creating a small blog or launching a major commercial site, WordPress offers an extensive range of benefits that consistently make it a popular choice for web developers, site owners, and content creators worldwide. Its user-friendly interface, flexibility, and unmatched features give it an edge over other content management systems (CMS). In this article, we will explore some of the great benefits of using WordPress.</span></div>\n<div class=\"chat-message\">\n\n1. Ease of Use\n\nOne of the most appealing factors about WordPress is its simplicity and ease of use. Even if you have little to no coding experience, you can still create a functional and visually impressive site. The platform comes with an intuitive interface and well-organized menus, making it simple for users to add new pages, posts, images, and other elements quickly and hassle-free.\n\n2. Flexibility\n\nWordPress is highly customizable - acting as a canvas for developers and designers to create unique, custom-built sites. With thousands of free and premium themes available, WordPress allows users to change designs, modify layouts, and personalize the appearance of a site with just a few clicks.\n\n3. Open-source platform\n\nAs an open-source platform, WordPress is community-driven and continually being updated and optimized by developers worldwide. This means that users can contribute to the platform\'s improvement, suggest changes, and even design and share their themes and plugins for others to use.\n\n4. Extensive Plugin Directory\n\nWordPress houses an extensive library of more than 54,000 plugins, allowing you to add extra functionality to your site without needing advanced programming knowledge. You can use plugins for SEO, security, social media integration, ecommerce, form creation, and more.\n\n5. SEO Friendly\n\nSearch engine optimization (SEO) is a vital component of the success of any website. WordPress is designed with SEO in mind. It generates clean and precise HTML code that Google loves, making it easier for your site to be indexed. Additionally, various SEO plugins can further optimize your website and boost your rankings in search engine results.\n\n6. Strong Community\n\nWordPress boasts an immense, active global community of users and developers, making it easy to find advice, guidance, and inspiration. Whether it\'s forums, online courses, blogs, or in-person Meetups, you can easily get support and solutions from others who are using the same CMS.\n\n7. Multilingual\n\nWordPress supports over 70 languages, making it an excellent platform for creating a multilingual website. Users can install WordPress in their preferred language, allowing for customization and ease of use.\n\n8. Security\n\nWordPress is committed to maintaining high security standards. Regular updates, security plugins, and effective practices help in minimizing potential risks, making WordPress a reliable and secure platform.\n\n9. eCommerce Capabilities\n\nWordPress, in conjunction with plugins like WooCommerce, enables users to create full-fledged online stores, making it ideal for businesses of any size. It easily handles product management, shopping carts, and secure payment gateways, enabling a seamless online shopping experience for customers.\n\n10. Cost-Effective\n\nLastly, WordPress’s core software is free, making it a cost-effective solution. The need for hiring a web designer or developer is eliminated since most of the work can be done with its themes and plugins. Any charges that may arise are typically associated with premium themes, plugins, or hosting.\n\nIn conclusion, WordPress offers a highly accessible, adaptable, and robust platform for creating and managing websites. The benefits of using this CMS are plentiful, from its ease of use and flexibility to its strong community support and SEO capabilities. These advantages make WordPress an appealing choice for individuals or businesses seeking to make their mark online.\n\n</div>\n ','Why I Use Wordpress','','publish','open','open','','write-an-article-about-the-benefits-of-using-wordpress','','','2024-07-12 10:30:07','2024-07-12 15:30:07','',0,'http://wp.local/2024/02/21/write-an-article-about-the-benefits-of-using-wordpress/',0,'post','',0),(259,1,'2024-02-21 13:37:35','2024-02-21 19:37:35','<div class=\"chat-message\"><strong>John:</strong> Write an article about the benefits of using WordPress.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Title: The Unmatched Benefits of Using WordPress <br><br>WordPress is a powerful tool that’s been around for over 15 years, continually evolving and improving. Whether you're creating a small blog or launching a major commercial site, WordPress offers an extensive range of benefits that consistently make it a popular choice for web developers, site owners, and content creators worldwide. Its user-friendly interface, flexibility, and unmatched features give it an edge over other content management systems (CMS). In this article, we will explore some of the great benefits of using WordPress. <br><br>1. Ease of Use<br><br>One of the most appealing factors about WordPress is its simplicity and ease of use. Even if you have little to no coding experience, you can still create a functional and visually impressive site. The platform comes with an intuitive interface and well-organized menus, making it simple for users to add new pages, posts, images, and other elements quickly and hassle-free.<br><br>2. Flexibility<br><br>WordPress is highly customizable - acting as a canvas for developers and designers to create unique, custom-built sites. With thousands of free and premium themes available, WordPress allows users to change designs, modify layouts, and personalize the appearance of a site with just a few clicks. <br><br>3. Open-source platform<br><br>As an open-source platform, WordPress is community-driven and continually being updated and optimized by developers worldwide. This means that users can contribute to the platform's improvement, suggest changes, and even design and share their themes and plugins for others to use. <br><br>4. Extensive Plugin Directory <br><br>WordPress houses an extensive library of more than 54,000 plugins, allowing you to add extra functionality to your site without needing advanced programming knowledge. You can use plugins for SEO, security, social media integration, ecommerce, form creation, and more.<br><br>5. SEO Friendly<br><br>Search engine optimization (SEO) is a vital component of the success of any website. WordPress is designed with SEO in mind. It generates clean and precise HTML code that Google loves, making it easier for your site to be indexed. Additionally, various SEO plugins can further optimize your website and boost your rankings in search engine results.<br><br>6. Strong Community<br><br>WordPress boasts an immense, active global community of users and developers, making it easy to find advice, guidance, and inspiration. Whether it's forums, online courses, blogs, or in-person Meetups, you can easily get support and solutions from others who are using the same CMS.<br><br>7. Multilingual <br><br>WordPress supports over 70 languages, making it an excellent platform for creating a multilingual website. Users can install WordPress in their preferred language, allowing for customization and ease of use.<br><br>8. Security<br><br>WordPress is committed to maintaining high security standards. Regular updates, security plugins, and effective practices help in minimizing potential risks, making WordPress a reliable and secure platform. <br><br>9. eCommerce Capabilities<br><br>WordPress, in conjunction with plugins like WooCommerce, enables users to create full-fledged online stores, making it ideal for businesses of any size. It easily handles product management, shopping carts, and secure payment gateways, enabling a seamless online shopping experience for customers.<br><br>10. Cost-Effective<br><br>Lastly, WordPress’s core software is free, making it a cost-effective solution. The need for hiring a web designer or developer is eliminated since most of the work can be done with its themes and plugins. Any charges that may arise are typically associated with premium themes, plugins, or hosting.<br><br>In conclusion, WordPress offers a highly accessible, adaptable, and robust platform for creating and managing websites. The benefits of using this CMS are plentiful, from its ease of use and flexibility to its strong community support and SEO capabilities. These advantages make WordPress an appealing choice for individuals or businesses seeking to make their mark online.</div><br />','Why I Use Wordpress','','inherit','closed','closed','','258-revision-v1','','','2024-02-21 13:37:35','2024-02-21 19:37:35','',258,'http://wp.local/?p=259',0,'revision','',0),(261,1,'2024-02-21 13:40:15','2024-02-21 19:40:15','<!-- wp:paragraph -->\n<p>/</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:latest-posts {\"categories\":[{\"id\":5,\"count\":2,\"description\":\"\",\"link\":\"http://wp.local/category/ai-chat/\",\"name\":\"AI Chat\",\"slug\":\"ai-chat\",\"taxonomy\":\"category\",\"parent\":0,\"meta\":[],\"_links\":{\"self\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories/5\"}],\"collection\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"http://wp.local/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"http://wp.local/wp-json/wp/v2/posts?categories=5\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],\"postsToShow\":100} /-->','Conversations','','inherit','closed','closed','','251-revision-v1','','','2024-02-21 13:40:15','2024-02-21 19:40:15','',251,'http://wp.local/?p=261',0,'revision','',0),(262,1,'2024-02-21 13:40:46','2024-02-21 19:40:46','<!-- wp:latest-posts {\"categories\":[{\"id\":5,\"count\":2,\"description\":\"\",\"link\":\"http://wp.local/category/ai-chat/\",\"name\":\"AI Chat\",\"slug\":\"ai-chat\",\"taxonomy\":\"category\",\"parent\":0,\"meta\":[],\"_links\":{\"self\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories/5\"}],\"collection\":[{\"href\":\"http://wp.local/wp-json/wp/v2/categories\"}],\"about\":[{\"href\":\"http://wp.local/wp-json/wp/v2/taxonomies/category\"}],\"wp:post_type\":[{\"href\":\"http://wp.local/wp-json/wp/v2/posts?categories=5\"}],\"curies\":[{\"name\":\"wp\",\"href\":\"https://api.w.org/{rel}\",\"templated\":true}]}}],\"postsToShow\":100} /-->','Conversations','','inherit','closed','closed','','251-revision-v1','','','2024-02-21 13:40:46','2024-02-21 19:40:46','',251,'http://wp.local/?p=262',0,'revision','',0),(263,1,'2024-02-21 13:50:38','2024-02-21 19:50:38','<div class=\"chat-message\"><span style=\"background-color: var(--wp--preset--color--base); color: var(--wp--preset--color--contrast); font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">WordPress is a powerful tool that’s been around for over 15 years, continually evolving and improving. Whether you\'re creating a small blog or launching a major commercial site, WordPress offers an extensive range of benefits that consistently make it a popular choice for web developers, site owners, and content creators worldwide. Its user-friendly interface, flexibility, and unmatched features give it an edge over other content management systems (CMS). In this article, we will explore some of the great benefits of using WordPress.</span></div>\n<div class=\"chat-message\">\n\n1. Ease of Use\n\nOne of the most appealing factors about WordPress is its simplicity and ease of use. Even if you have little to no coding experience, you can still create a functional and visually impressive site. The platform comes with an intuitive interface and well-organized menus, making it simple for users to add new pages, posts, images, and other elements quickly and hassle-free.\n\n2. Flexibility\n\nWordPress is highly customizable - acting as a canvas for developers and designers to create unique, custom-built sites. With thousands of free and premium themes available, WordPress allows users to change designs, modify layouts, and personalize the appearance of a site with just a few clicks.\n\n3. Open-source platform\n\nAs an open-source platform, WordPress is community-driven and continually being updated and optimized by developers worldwide. This means that users can contribute to the platform\'s improvement, suggest changes, and even design and share their themes and plugins for others to use.\n\n4. Extensive Plugin Directory\n\nWordPress houses an extensive library of more than 54,000 plugins, allowing you to add extra functionality to your site without needing advanced programming knowledge. You can use plugins for SEO, security, social media integration, ecommerce, form creation, and more.\n\n5. SEO Friendly\n\nSearch engine optimization (SEO) is a vital component of the success of any website. WordPress is designed with SEO in mind. It generates clean and precise HTML code that Google loves, making it easier for your site to be indexed. Additionally, various SEO plugins can further optimize your website and boost your rankings in search engine results.\n\n6. Strong Community\n\nWordPress boasts an immense, active global community of users and developers, making it easy to find advice, guidance, and inspiration. Whether it\'s forums, online courses, blogs, or in-person Meetups, you can easily get support and solutions from others who are using the same CMS.\n\n7. Multilingual\n\nWordPress supports over 70 languages, making it an excellent platform for creating a multilingual website. Users can install WordPress in their preferred language, allowing for customization and ease of use.\n\n8. Security\n\nWordPress is committed to maintaining high security standards. Regular updates, security plugins, and effective practices help in minimizing potential risks, making WordPress a reliable and secure platform.\n\n9. eCommerce Capabilities\n\nWordPress, in conjunction with plugins like WooCommerce, enables users to create full-fledged online stores, making it ideal for businesses of any size. It easily handles product management, shopping carts, and secure payment gateways, enabling a seamless online shopping experience for customers.\n\n10. Cost-Effective\n\nLastly, WordPress’s core software is free, making it a cost-effective solution. The need for hiring a web designer or developer is eliminated since most of the work can be done with its themes and plugins. Any charges that may arise are typically associated with premium themes, plugins, or hosting.\n\nIn conclusion, WordPress offers a highly accessible, adaptable, and robust platform for creating and managing websites. The benefits of using this CMS are plentiful, from its ease of use and flexibility to its strong community support and SEO capabilities. These advantages make WordPress an appealing choice for individuals or businesses seeking to make their mark online.\n\n</div>\n ','Why I Use Wordpress','','inherit','closed','closed','','258-revision-v1','','','2024-02-21 13:50:38','2024-02-21 19:50:38','',258,'http://wp.local/?p=263',0,'revision','',0),(265,1,'2024-02-21 13:57:12','2024-02-21 19:57:12','','2023-07-03-4','','inherit','open','closed','','2023-07-03-4','','','2024-02-21 13:57:12','2024-02-21 19:57:12','',60,'http://wp.local/wp-content/uploads/2024/02/2023-07-03-4.png',0,'attachment','image/png',0),(266,1,'2024-02-21 13:58:37','2024-02-21 19:58:37','','2023-07-31-2-1','','inherit','open','closed','','2023-07-31-2-1','','','2024-02-21 13:58:37','2024-02-21 19:58:37','',60,'http://wp.local/wp-content/uploads/2024/02/2023-07-31-2-1.png',0,'attachment','image/png',0),(267,1,'2024-02-21 14:00:56','2024-02-21 20:00:56','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, and other content written by John Turman. Much of the content here was grenerated by my AI Chatbot and is marked as such.</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"id\":222,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-10-64ac85d0acbe7-1.png\" alt=\"\" class=\"wp-image-222\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-02-21 14:00:56','2024-02-21 20:00:56','',60,'http://wp.local/?p=267',0,'revision','',0),(268,1,'2024-02-21 16:22:48','2024-02-21 22:22:48','','wp-logo','','inherit','open','closed','','wp-logo','','','2024-02-21 16:22:48','2024-02-21 22:22:48','',258,'http://wp.local/wp-content/uploads/2024/02/wp-logo.png',0,'attachment','image/png',0),(269,1,'2024-02-21 17:18:35','2024-02-21 23:18:35','<!-- wp:paragraph -->\n<p>In recent years, the field of machine learning has witnessed groundbreaking advancements that have reshaped the way we approach various tasks, from natural language processing to computer vision. Among these remarkable achievements, one paper, in particular, has had a profound impact on the field: \"Attention Is All You Need.\" Published in 2017 by Vaswani et al., this paper introduced the Transformer model, which brought attention mechanisms to the forefront of machine learning research. Since its release, the Transformer has become the backbone of numerous state-of-the-art models and has revolutionized the way we understand and utilize machine learning algorithms.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Limitations of Recurrent Neural Networks</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Before the advent of the Transformer model, recurrent neural networks (RNNs) were widely used for sequence-to-sequence tasks, such as machine translation or text summarization. RNNs process input sequentially, which limits their parallelization and makes them computationally expensive. Additionally, RNNs suffer from vanishing or exploding gradient problems, which hinder their ability to capture long-term dependencies in sequences. These limitations called for a novel approach that could overcome these issues and enable more efficient and accurate sequence modeling.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The Transformer Architecture</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The \"Attention Is All You Need\" paper presented the Transformer, an attention-based neural network architecture that eliminated the need for recurrent or convolutional layers entirely. The key idea behind the Transformer is self-attention, a mechanism that allows the model to weigh the importance of different elements in a sequence when processing it.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The Transformer architecture consists of two main components: the encoder and the decoder. The encoder takes the input sequence and applies self-attention to capture the relationships between different elements in the sequence. The decoder, on the other hand, uses self-attention in combination with encoder-decoder attention to generate an output sequence based on the encoded representation. Crucially, self-attention allows the model to process the entire input sequence in parallel, making it highly efficient and significantly reducing the computational requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Advantages and Impact</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The introduction of the Transformer model brought several significant advantages and had a profound impact on the field of machine learning:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>1. Parallelization: Unlike RNNs, the Transformer can process input sequences in parallel, resulting in faster training and inference times. This makes it particularly well-suited for handling long sequences and large-scale datasets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>2. Long-range dependencies: Self-attention enables the Transformer to capture long-range dependencies in sequences effectively. This ability to model relationships between distant elements is crucial for tasks such as machine translation, where words or phrases may have dependencies that span the entire sentence.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>3. Scalability: The self-attention mechanism allows the Transformer to scale to much larger model sizes compared to traditional recurrent models. This scalability has paved the way for models with billions of parameters, such as GPT-3, which have achieved impressive results across various natural language processing tasks.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>4. Generalizability: The Transformer\'s attention mechanism makes it highly adaptable to different domains and tasks. It has been successfully applied to machine translation, language modeling, image recognition, speech synthesis, and many other areas, showcasing its versatility and effectiveness.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The publication of \"Attention Is All You Need\" and the introduction of the Transformer architecture marked a significant milestone in the field of machine learning. By leveraging self-attention, the Transformer model revolutionized the way we approach sequence modeling tasks, eliminating the need for recurrent layers and enabling parallel processing. Its advantages in terms of scalability, efficiency, and capturing long-range dependencies have led to state-of-the-art performance in various domains.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The impact of the Transformer extends far beyond the initial paper, as it has become the foundation for numerous subsequent models and techniques. It has not only advanced the field of natural language processing but has also influenced computer vision and speech.</p>\n<!-- /wp:paragraph -->','AI Transformers - Attention Is All You Need','','inherit','closed','closed','','72-revision-v1','','','2024-02-21 17:18:35','2024-02-21 23:18:35','',72,'http://wp.local/?p=269',0,'revision','',0),(270,1,'2024-02-21 17:21:55','2024-02-21 23:21:55','<!-- wp:paragraph -->\n<p><strong>Note</strong>: This web site was secured using the Let\'s Encrypt and the ACME protocol</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Introduction:</strong> In an era where cyber threats are ever-present, securing online communication has become paramount. One vital aspect of safeguarding websites is the implementation of SSL/TLS certificates. Traditionally, acquiring and installing SSL certificates was a complex and expensive process, barring many website owners from adopting secure protocols. However, the advent of Let\'s Encrypt, an open certificate authority, has revolutionized this landscape. In this article, we will explore the Let\'s Encrypt project and the acme protocol, highlighting the ease and accessibility they provide for obtaining and deploying SSL certificates.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Understanding Let\'s Encrypt:</strong> Let\'s Encrypt, a non-profit certificate authority, was launched in 2015 with the goal of securing the web by making SSL certificates accessible to everyone. Unlike traditional certificate authorities, Let\'s Encrypt offers SSL certificates free of charge. This initiative has been widely praised for democratizing website security and promoting the adoption of encrypted communication.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>The ACME Protocol:</strong> The Automated Certificate Management Environment (ACME) protocol is at the heart of Let\'s Encrypt\'s certificate issuance and management system. ACME provides a standardized way for web servers to request and manage SSL certificates automatically. This protocol simplifies the previously cumbersome process of certificate generation, renewal, and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Installing an SSL Certificate with Let\'s Encrypt:</strong> To acquire an SSL certificate from Let\'s Encrypt, a web developer typically employs an ACME client, such as Certbot or acme.sh, which automates the certificate management process. These clients interact with the Let\'s Encrypt servers using the ACME protocol, streamlining the certificate issuance and installation.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 1: Installing the ACME Client:</strong> The first step involves installing the chosen ACME client on the web server. The client integrates with the server\'s configuration and handles the entire certificate management process.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 2: Generating and Requesting the Certificate:</strong> Once the ACME client is installed, it can generate a Certificate Signing Request (CSR), containing the necessary information about the website and its owner. The client then communicates with the Let\'s Encrypt server, verifies domain ownership, and requests the SSL certificate.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 3: Certificate Validation:</strong> Let\'s Encrypt employs various domain validation methods to ensure the certificate requester has control over the domain. These methods can include placing a file on the website\'s server or creating a DNS record.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 4: Obtaining the Certificate:</strong> Upon successful domain validation, Let\'s Encrypt issues the SSL certificate. The ACME client retrieves the certificate and stores it securely on the web server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Step 5: Automatic Renewal:</strong> Let\'s Encrypt certificates have a validity period of 90 days. However, the ACME client automates the renewal process, ensuring uninterrupted security. It can periodically contact the Let\'s Encrypt server to renew the certificate and update it on the server.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong> Thanks to Let\'s Encrypt and the ACME protocol, securing websites with SSL certificates has become more accessible than ever before. The project\'s commitment to offering free certificates, coupled with the streamlined automation provided by the ACME protocol, has empowered countless web developers to enhance the security of their online platforms. By eliminating barriers and simplifying the deployment process, Let\'s Encrypt has played a pivotal role in the widespread adoption of encryption and the protection of sensitive user data on the internet.</p>\n<!-- /wp:paragraph -->','Securing a Web Site with Let\'s Encrypt','','inherit','closed','closed','','56-revision-v1','','','2024-02-21 17:21:55','2024-02-21 23:21:55','',56,'http://wp.local/?p=270',0,'revision','',0),(271,1,'2024-02-21 17:22:39','2024-02-21 23:22:39','<!-- wp:paragraph -->\n<p>In the ever-evolving digital landscape, businesses and organizations seek a content management system (CMS) that combines modern features, flexibility, and robust functionality. Drupal, a powerful open-source CMS, has emerged as a leading choice, offering a comprehensive solution for content management and API creation. In this article, we will explore how Drupal embodies modernity, highlighting its advanced features and why it stands out as an excellent option for businesses of all sizes.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>1. Flexible and Extensible Architecture:</strong><br>Drupal boasts a flexible and extensible architecture that empowers developers and content creators alike. With its modular design, Drupal allows for easy customization, enabling the creation of unique and tailored digital experiences. From simple websites to complex enterprise platforms, Drupal can scale effortlessly to meet diverse requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>2. Mobile-First Approach:</strong><br>In today\'s mobile-centric world, having a responsive website is crucial. Drupal\'s mobile-first approach ensures that your content looks great and functions flawlessly across a wide range of devices. Its built-in responsive design capabilities and mobile-friendly administration interface make managing and editing content on-the-go a breeze.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>3. Powerful Content Management:</strong><br>Drupal offers a robust content management system that enables seamless content creation, organization, and publishing. Its intuitive user interface simplifies content authoring and editing, allowing non-technical users to contribute effortlessly. Drupal\'s content moderation and revision control features ensure precise content governance, providing a reliable foundation for collaboration and workflow management.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>4. Advanced Customization and Theming:</strong><br>With Drupal, you have complete control over the look and feel of your website. Its flexible theming system enables the creation of visually stunning and highly personalized designs. Whether you prefer to leverage pre-built themes or develop custom designs from scratch, Drupal accommodates your specific branding and aesthetic requirements.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>5. API-First Architecture:</strong><br>As the digital landscape becomes increasingly interconnected, the ability to integrate and exchange data is paramount. Drupal\'s API-first architecture positions it as an excellent choice for creating robust, scalable, and secure APIs. Whether you need to integrate with third-party services, build mobile applications, or facilitate headless CMS setups, Drupal provides the necessary tools and frameworks to create powerful and versatile APIs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>6. Extensive Module Ecosystem:</strong><br>Drupal boasts a vibrant and thriving community that has contributed thousands of modules to extend its functionality. These modules cover a wide range of use cases, including e-commerce, social media integration, SEO optimization, analytics, and more. Leveraging these modules saves development time and allows businesses to tap into an extensive library of features, further enhancing the capabilities of their Drupal-based websites.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion:</strong><br>Drupal stands tall as a modern CMS solution, combining flexible architecture, powerful content management features, and advanced API capabilities. With its focus on mobile-first design, extensive customization options, and an active community, Drupal empowers businesses to create compelling digital experiences that adapt seamlessly to changing requirements. Whether you\'re a small business or an enterprise, Drupal provides the tools you need to build, manage, and scale your online presence effectively. Choose Drupal as your CMS and unlock a world of possibilities for your digital journey.</p>\n<!-- /wp:paragraph -->','Why I Use Drupal','','inherit','closed','closed','','66-revision-v1','','','2024-02-21 17:22:39','2024-02-21 23:22:39','',66,'http://wp.local/?p=271',0,'revision','',0),(272,1,'2024-02-21 18:23:11','2024-02-22 00:23:11','<!-- wp:paragraph -->\n<p>In the realm of frontend development, choosing the right framework can make a significant difference in building robust, scalable, and efficient web applications. Angular, developed and maintained by Google, has emerged as a leading choice for developers seeking modern features and unparalleled development capabilities. In this article, we will explore why Angular stands out as a compelling framework for frontend development and why it should be on your radar.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Comprehensive & Modern Features:</strong><br>Angular boasts a rich set of features that empower developers to create cutting-edge web applications. Here are some key features that make Angular a standout choice:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Component-Based Architecture: Angular\'s component-based architecture enables developers to build modular, reusable, and maintainable code. This approach enhances productivity and facilitates collaborative development.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>TypeScript Integration: Angular is built with TypeScript, a statically typed superset of JavaScript. The use of TypeScript brings advantages such as enhanced code readability, improved tooling, better error checking, and increased scalability.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Reactive Extensions (RxJS): Angular leverages RxJS, a powerful library for reactive programming, to handle asynchronous operations and data streams. This simplifies the management of complex data flows, making applications more responsive and efficient.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Dependency Injection (DI): Angular\'s built-in dependency injection system enables seamless integration of services, making it easier to manage dependencies, promote code reusability, and enhance testability.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Full-Featured Framework</strong><br>Angular offers a comprehensive ecosystem that covers a wide range of frontend development needs:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Angular CLI: The Angular Command Line Interface (CLI) provides a powerful set of tools for scaffolding, building, testing, and deploying Angular applications. It simplifies the development process and accelerates productivity.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Angular Material: Angular Material is a library of pre-built UI components that adhere to Google\'s Material Design principles. It offers a consistent and visually appealing user interface, allowing developers to create modern and responsive applications effortlessly.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>State Management with NgRx: For complex applications, Angular integrates seamlessly with NgRx, a Redux-inspired state management library. NgRx provides a structured approach to managing application state, enabling developers to build scalable and maintainable applications.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Native Mobile App Development: With the introduction of Ionic and NativeScript frameworks, Angular extends its capabilities to hybrid and native mobile app development. This versatility allows developers to reuse code and skills across multiple platforms, saving time and effort.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Thriving Community & Resources</strong><br>Angular enjoys a vibrant and supportive community, with numerous resources available to developers:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Extensive Documentation: Angular provides comprehensive and up-to-date documentation, which serves as an invaluable resource for developers at all skill levels. The documentation covers everything from getting started guides to in-depth explanations of advanced concepts.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Active Community and Third-Party Libraries: Angular has a thriving community of developers who actively contribute to open-source projects, share knowledge, and provide support. This ecosystem ensures access to a vast array of third-party libraries, tools, and solutions to cater to diverse development requirements.</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Regular Updates and Long-Term Support: Google\'s ongoing commitment to Angular ensures regular updates, bug fixes, and new features. Angular\'s long-term support (LTS) releases provide stability and security, making it a reliable choice for enterprise applications.</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Conclusion</strong><br> </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Angular has established itself as a premier frontend development framework by combining a comprehensive set of modern features, a rich ecosystem, and a supportive community. Its component-based architecture, TypeScript integration, RxJS, and powerful tooling make Angular an excellent choice for building scalable, maintainable, and feature-rich web applications. If you\'re seeking a framework that embodies modern frontend development practices and delivers exceptional results, Angular should be at the top of your list.</p>\n<!-- /wp:paragraph -->','Why I Use Angular','','inherit','closed','closed','','69-revision-v1','','','2024-02-21 18:23:11','2024-02-22 00:23:11','',69,'http://wp.local/?p=272',0,'revision','',0),(273,1,'2024-02-21 18:33:32','2024-02-22 00:33:32','','WordPress-logotype-standard','','inherit','open','closed','','wordpress-logotype-standard','','','2024-02-21 18:33:32','2024-02-22 00:33:32','',258,'http://wp.local/wp-content/uploads/2024/02/WordPress-logotype-standard.png',0,'attachment','image/png',0),(274,1,'2024-02-21 19:04:58','2024-02-22 01:04:58','<!-- wp:navigation-link {\"label\":\"About\",\"type\":\"page\",\"id\":60,\"url\":\"http://wp.local/about/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Conversations\",\"type\":\"page\",\"id\":251,\"url\":\"http://wp.local/conversations/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-submenu {\"label\":\"AI Albums\",\"type\":\"page\",\"id\":243,\"url\":\"http://wp.local/ai-albums/\",\"kind\":\"post-type\"} -->\n<!-- wp:navigation-link {\"label\":\"Astronomy\",\"type\":\"page\",\"id\":233,\"url\":\"http://wp.local/ai-albums/astronomy/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Cats, dogs, etc.\",\"type\":\"page\",\"id\":63,\"url\":\"http://wp.local/ai-albums/cats-dogs-etc/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Guitars\",\"type\":\"page\",\"id\":196,\"url\":\"http://wp.local/ai-albums/guitars/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Space Junk\",\"type\":\"page\",\"id\":77,\"url\":\"http://wp.local/ai-albums/space-junk/\",\"kind\":\"post-type\"} /-->\n<!-- /wp:navigation-submenu -->','Navigation','','inherit','closed','closed','','4-revision-v1','','','2024-02-21 19:04:58','2024-02-22 01:04:58','',4,'http://wp.local/?p=274',0,'revision','',0),(275,1,'2024-02-21 19:06:26','2024-02-22 01:06:26','<!-- wp:navigation-link {\"label\":\"About\",\"type\":\"page\",\"id\":60,\"url\":\"http://wp.local/about/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"AI Chat\",\"type\":\"page\",\"id\":251,\"url\":\"http://wp.local/conversations/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-submenu {\"label\":\"AI Albums\",\"type\":\"page\",\"id\":243,\"url\":\"http://wp.local/ai-albums/\",\"kind\":\"post-type\"} -->\n<!-- wp:navigation-link {\"label\":\"Astronomy\",\"type\":\"page\",\"id\":233,\"url\":\"http://wp.local/ai-albums/astronomy/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Cats, dogs, etc.\",\"type\":\"page\",\"id\":63,\"url\":\"http://wp.local/ai-albums/cats-dogs-etc/\",\"kind\":\"post-type\"} /-->\n\n<!-- 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wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":225,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-07-12-18.png\" alt=\"\" class=\"wp-image-225\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":211,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-06-29-1.png\" alt=\"\" class=\"wp-image-211\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":230,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-10-64b33b477a2c3-0.png\" alt=\"\" class=\"wp-image-230\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":208,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-07-12-17-1.png\" alt=\"\" class=\"wp-image-208\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"id\":231,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-12-64b3983b6ba7a-0.png\" alt=\"\" class=\"wp-image-231\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":222,\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-10-64ac85d0acbe7-1.png\" alt=\"\" class=\"wp-image-222\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":223,\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-06-29-3.png\" alt=\"\" class=\"wp-image-223\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":232,\"aspectRatio\":\"1\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-12-64b3983b6ba7a-1.png\" alt=\"\" class=\"wp-image-232\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":228,\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-07-02-10-64ac826f675d8-0.png\" alt=\"\" class=\"wp-image-228\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"id\":231,\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-style-rounded\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/02/2023-07-02-12-64b3983b6ba7a-0.png\" alt=\"\" class=\"wp-image-231\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Space','','inherit','closed','closed','','233-revision-v1','','','2024-02-26 23:02:29','2024-02-27 05:02:29','',233,'https://wp.johnturman.net/?p=365',0,'revision','',0),(366,1,'2024-02-27 00:49:30','2024-02-27 06:49:30','<!-- wp:paragraph -->\n<p>Streamed responses are here! No more waiting for complete responses to be returned. Chatbot will begin responding within milliseconds, allowing users to begin reading right away. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>All of the text widgets have been updated to use the new streaming api. </p>\n<!-- /wp:paragraph -->','Streamed responses for Chatbot','','publish','open','open','','streamed-responses-for-chatbot','','','2024-07-23 18:50:21','2024-07-23 23:50:21','',0,'https://wp.johnturman.net/?p=366',0,'post','',0),(367,1,'2024-02-27 00:49:30','2024-02-27 06:49:30','<!-- wp:paragraph -->\n<p>Streamed responses are here! No more waiting for complete responses to be returned. Chatbot will begin responding within milliseconds, allowing users to begin reading right away. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>All of the text widgets have been updated to use the new streaming api. </p>\n<!-- /wp:paragraph -->','Streamed responses for Chatbot','','inherit','closed','closed','','366-revision-v1','','','2024-02-27 00:49:30','2024-02-27 06:49:30','',366,'https://wp.johnturman.net/?p=367',0,'revision','',0),(368,1,'2024-02-27 01:07:25','2024-02-27 07:07:25','<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Wordpress is now the default CMS (Content Management System) for Chatbot on this site. The CMS can be accessed from the \"hamburger\" menu in Chatbot. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Chat conversations can be saved to the CMS, although they will not be published until they are reviewed. However, no chat conversations will be saved unless the user clicks the save button. </p>\n<!-- /wp:paragraph -->','AI Content Management with Wordpress','','publish','open','open','','ai-content-management-with-wordpress','','','2024-07-12 10:26:41','2024-07-12 15:26:41','',0,'https://wp.johnturman.net/?p=368',0,'post','',0),(369,1,'2024-02-27 01:07:25','2024-02-27 07:07:25','<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Wordpress is now the default CMS (Content Management System) for Chatbot on this site. The CMS can be accessed from the \"hamburger\" menu in Chatbot. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Chat conversations can be saved to the CMS, although they will not be published until they are reviewed. However, no chat conversations will be saved unless the user clicks the save button. </p>\n<!-- /wp:paragraph -->','AI Content Management with Wordpress','','inherit','closed','closed','','368-revision-v1','','','2024-02-27 01:07:25','2024-02-27 07:07:25','',368,'https://wp.johnturman.net/?p=369',0,'revision','',0),(371,1,'2024-02-27 17:49:04','2024-02-27 23:49:04','<div class=\"chat-message\"><strong>John:</strong> What is the latest version of Wordpress you are aware of?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of my last update in April 2023, the latest version of WordPress is 6.1.1. Please note that newer versions may have been released since then. It's always a good idea to check the official WordPress website or your WordPress dashboard for the most current information.</div><br /><div class=\"chat-message\"><strong>John:</strong> What is the Gutenberg editor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> The Gutenberg editor, introduced in WordPress 5.0, is a major overhaul of the WordPress editing experience. Named after Johannes Gutenberg, who invented the printing press over 500 years ago, this editor transforms the way content is created and edited on WordPress sites. It introduces a block-based approach to content creation, moving away from the traditional text-centric editor to a more visual and modular system.<br><br>In Gutenberg, everything you include in your posts and pages is a block. These blocks can be anything: paragraphs, images, galleries, buttons, lists, and more. Each block is an individual entity that you can manipulate independently, allowing for a high degree of flexibility and control over your layout and presentation. This approach makes it easier for users, especially those with little to no coding knowledge, to create complex, media-rich pages and posts.<br><br>The Gutenberg editor aims to improve site-building and content creation experience on WordPress by providing a more intuitive and user-friendly interface. It also sets the stage for future WordPress developments, focusing on full-site editing capabilities.<br><br>While Gutenberg was met with mixed reactions upon its initial release, subsequent updates and improvements have addressed many early concerns, making it a powerful and versatile tool that enhances the WordPress content creation and editing process.</div><br /><div class=\"chat-message\"><strong>John:</strong> Are there other names for this editor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, the Gutenberg editor is also commonly referred to as the "Block Editor" in the WordPress community. This name comes from its use of blocks as the fundamental units for creating and organizing content. Since its introduction with WordPress 5.0, the terms "Gutenberg" and "Block Editor" are often used interchangeably to describe the editor that represents a significant shift from the classic TinyMCE-based editor, which was the default in WordPress for many years.</div><br /><div class=\"chat-message\"><strong>John:</strong> What is full site editing (FSE) in Wordpress?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Full Site Editing (FSE) in WordPress is a collection of features and improvements that significantly expand the capabilities of the Gutenberg editor (or Block Editor) to allow for the customization of nearly all aspects of a WordPress site's appearance and layout directly from the WordPress interface, without the need for custom coding or specialized themes. Introduced and gradually rolled out starting with WordPress 5.8, Full Site Editing aims to unify the site editing experience, making it more accessible and intuitive, especially for users without deep technical expertise.<br><br>Key components and features of Full Site Editing include:<br><br>1. **Block-Based Themes**: Unlike traditional WordPress themes, block-based themes are built entirely out of blocks. This means that every part of your site, including headers, footers, and sidebars, can be edited using the same interface and techniques you use to edit post or page content.<br><br>2. **Template Editing**: FSE enables users to directly edit and create templates for different parts of their site. Templates define how content is displayed across your site—for instance, single post layouts, page layouts, archive pages, and the 404 page. With FSE, users can visually design and edit these templates.<br><br>3. **Global Styles and Settings**: This feature allows users to manage site-wide settings and styles directly from the editor interface. Users can adjust color schemes, typography, layout configurations, and more, ensuring a consistent look and feel across the site without diving into CSS code.<br><br>4. **Site Blocks**: In the context of FSE, several new blocks have been introduced specifically for site editing purposes. These include the Site Title block, Site Logo block, Navigation block, Query Loop block, and others, each of which serves a specific function in building and customizing sites.<br><br>5. **Navigation Editor**: An aspect of Full Site Editing involves improvements to menu and navigation block functionality, making it simpler for users to manage their site's navigation structure visually.<br><br>The introduction of Full Site Editing marks a significant evolution in how WordPress users can control and customize their sites, aiming to make site design and management more seamless and integrated. It's an ongoing project within WordPress, with new features and refinements introduced over subsequent releases. Users and theme developers are encouraged to explore and adapt to these changes to fully leverage the potential of Full Site Editing for more dynamic and flexible website designs.</div><br />','What is the latest version of Wordpress you are aware of?','','publish','open','open','','what-is-the-latest-version-of-wordpress-you-are-aware-of','','','2024-07-23 18:52:40','2024-07-23 23:52:40','',0,'https://wp.johnturman.net/?p=371',0,'post','',0),(373,1,'2024-02-27 17:49:04','2024-02-27 23:49:04','<div class=\"chat-message\"><strong>John:</strong> What is the latest version of Wordpress you are aware of?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of my last update in April 2023, the latest version of WordPress is 6.1.1. Please note that newer versions may have been released since then. It's always a good idea to check the official WordPress website or your WordPress dashboard for the most current information.</div><br /><div class=\"chat-message\"><strong>John:</strong> What is the Gutenberg editor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> The Gutenberg editor, introduced in WordPress 5.0, is a major overhaul of the WordPress editing experience. Named after Johannes Gutenberg, who invented the printing press over 500 years ago, this editor transforms the way content is created and edited on WordPress sites. It introduces a block-based approach to content creation, moving away from the traditional text-centric editor to a more visual and modular system.<br><br>In Gutenberg, everything you include in your posts and pages is a block. These blocks can be anything: paragraphs, images, galleries, buttons, lists, and more. Each block is an individual entity that you can manipulate independently, allowing for a high degree of flexibility and control over your layout and presentation. This approach makes it easier for users, especially those with little to no coding knowledge, to create complex, media-rich pages and posts.<br><br>The Gutenberg editor aims to improve site-building and content creation experience on WordPress by providing a more intuitive and user-friendly interface. It also sets the stage for future WordPress developments, focusing on full-site editing capabilities.<br><br>While Gutenberg was met with mixed reactions upon its initial release, subsequent updates and improvements have addressed many early concerns, making it a powerful and versatile tool that enhances the WordPress content creation and editing process.</div><br /><div class=\"chat-message\"><strong>John:</strong> Are there other names for this editor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, the Gutenberg editor is also commonly referred to as the "Block Editor" in the WordPress community. This name comes from its use of blocks as the fundamental units for creating and organizing content. Since its introduction with WordPress 5.0, the terms "Gutenberg" and "Block Editor" are often used interchangeably to describe the editor that represents a significant shift from the classic TinyMCE-based editor, which was the default in WordPress for many years.</div><br /><div class=\"chat-message\"><strong>John:</strong> What is full site editing (FSE) in Wordpress?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Full Site Editing (FSE) in WordPress is a collection of features and improvements that significantly expand the capabilities of the Gutenberg editor (or Block Editor) to allow for the customization of nearly all aspects of a WordPress site's appearance and layout directly from the WordPress interface, without the need for custom coding or specialized themes. Introduced and gradually rolled out starting with WordPress 5.8, Full Site Editing aims to unify the site editing experience, making it more accessible and intuitive, especially for users without deep technical expertise.<br><br>Key components and features of Full Site Editing include:<br><br>1. **Block-Based Themes**: Unlike traditional WordPress themes, block-based themes are built entirely out of blocks. This means that every part of your site, including headers, footers, and sidebars, can be edited using the same interface and techniques you use to edit post or page content.<br><br>2. **Template Editing**: FSE enables users to directly edit and create templates for different parts of their site. Templates define how content is displayed across your site—for instance, single post layouts, page layouts, archive pages, and the 404 page. With FSE, users can visually design and edit these templates.<br><br>3. **Global Styles and Settings**: This feature allows users to manage site-wide settings and styles directly from the editor interface. Users can adjust color schemes, typography, layout configurations, and more, ensuring a consistent look and feel across the site without diving into CSS code.<br><br>4. **Site Blocks**: In the context of FSE, several new blocks have been introduced specifically for site editing purposes. These include the Site Title block, Site Logo block, Navigation block, Query Loop block, and others, each of which serves a specific function in building and customizing sites.<br><br>5. **Navigation Editor**: An aspect of Full Site Editing involves improvements to menu and navigation block functionality, making it simpler for users to manage their site's navigation structure visually.<br><br>The introduction of Full Site Editing marks a significant evolution in how WordPress users can control and customize their sites, aiming to make site design and management more seamless and integrated. It's an ongoing project within WordPress, with new features and refinements introduced over subsequent releases. Users and theme developers are encouraged to explore and adapt to these changes to fully leverage the potential of Full Site Editing for more dynamic and flexible website designs.</div><br />','What is the latest version of Wordpress you are aware of?','','inherit','closed','closed','','371-revision-v1','','','2024-02-27 17:49:04','2024-02-27 23:49:04','',371,'https://wp.johnturman.net/?p=373',0,'revision','',0),(374,2,'2024-07-12 10:45:15','2024-07-12 15:45:15','<div class=\"chat-message\"><strong>John:</strong> I\'m using Angular and I\'m trying to add an image to a wordpress site. Please write the code to add an image to the Media Library via the rest api. Assume that you already have the authentication token stored in a variable.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To upload an image to the WordPress Media Library using the REST API with Angular, you’ll need to perform a POST request to the `/wp-json/wp/v2/media` endpoint. You’ll also need to ensure that your request headers are set up correctly to handle this multipart/form-data request, and that you're authenticated.<br><br>Below is a sample Angular service method that uploads an image file to the WordPress Media Library. For simplicity, this example assumes you have a service where you're implementing your HTTP requests and that you already have obtained an authentication token (`authToken`) which will be used for Authorization.<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library<br> uploadImageToWordpress(imageFile: File, authToken: string) {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> // 'Content-Disposition' is important for WordPress to process the file correctly<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> // Include the Authorization header with your token<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> // Create a FormData object to hold the file<br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> // Important: In Angular HttpClient, setting the 'Content-Type' to null<br> // and using 'headers' option would let the browser to set the boundary for you<br> const httpOptions = {<br> headers: headers,<br> };<br> <br> return this.http.post<any>(url, formData, httpOptions).subscribe(<br> data => console.log('Successfully uploaded image with ID:', data.id),<br> err => console.error('Error uploading image:', err)<br> );<br> }<br>}<br></code></pre></div>This service method defines `uploadImageToWordpress`, which takes an `imageFile` (of type `File`) and your `authToken` as parameters. It forms a POST request with the necessary headers (including `Content-Disposition` and `Authorization`) and sends this, along with the image file enclosed in a FormData object, to the WordPress REST API. Note that the `'Content-Type'` header is intentionally not set; this allows the browser to automatically set the correct content type for the request along with the boundary in the multipart/form-data.<br><br>Please ensure you replace `'YOUR_WORDPRESS_SITE_URL'` with your actual WordPress site URL.<br><br>To use this in a component:<br><br>1. Inject the service into your component.<br>2. Call `uploadImageToWordpress` with the file you want to upload and your auth token.<br><br>Note: Always ensure that your WordPress site CORS configuration allows requests from your Angular app's origin, otherwise you might face CORS errors. If uploading files from a local development server to a remote WordPress site, CORS is a common issue you might need to address. This often involves configuring your WordPress server or using a WordPress plugin that enables more permissive CORS settings.</div><br /><div class=\"chat-message\"><strong>John:</strong> Provide a return type for the function, but keep everything else the same</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To provide a return type for the `uploadImageToWordpress` function while keeping everything else the same, you would first identify what data type you expect the function to return. Since it makes an HTTP request and subscribes to the result within the function, it inherently doesn't return anything (undefined). However, for better clarity and future maintenance, you might decide to return the `Subscription` object generated by the `.subscribe()` method, allowing calling code to manage the subscription if needed.<br><br>To do this, you'll need to import `Subscription` from RxJS in your service file:<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Subscription } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library, returns a Subscription.<br> uploadImageToWordpress(imageFile: File, authToken: string): Subscription {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> // 'Content-Disposition' is important for WordPress to process the file correctly<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> // Include the Authorization header with your token<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> // Create a FormData object to hold the file<br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers,<br> };<br> <br> // POST request to upload the image<br> return this.http.post<any>(url, formData, httpOptions).subscribe(<br> data => console.log('Successfully uploaded image with ID:', data.id),<br> err => console.error('Error uploading image:', err)<br> );<br> }<br>}<br></code></pre></div>This adjustment modifies the return type of `uploadImageToWordpress` to be `Subscription`. This can then be utilized by the caller if they wish to unsubscribe at a later point, providing a bit more flexibility and managing potential memory leaks in single-page applications.<br><br>Just remember, by returning the subscription, you're shifting the responsibility of subscription management (such as unsubscribing when no longer necessary) to the caller. This could be particularly useful in scenarios where you might decide to cancel the upload before it completes or if your component is destroyed to prevent memory leaks.<br></div><br /><div class=\"chat-message\"><strong>John:</strong> why not return an observable?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Returning an `Observable` instead of directly subscribing inside the service is indeed a common and recommended approach, especially in Angular applications. This pattern promotes a cleaner separation of concerns, where your service is responsible for declaring how to perform the HTTP request and your components or other services decide how to handle the success, error, and completion cases of that request.<br><br>By returning an `Observable`, you enable the callers (typically Angular components) to subscribe to the response of the HTTP request. This allows callers to manage the subscription lifecycle, decide how to handle errors, and perform actions when the request completes. It also makes your method more flexible and composable, allowing for easier testing and reuse.<br><br>Here's how you could modify the `uploadImageToWordpress` method in the `WordpressService` to return an `Observable`:<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Observable } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library, now returns an Observable<br> uploadImageToWordpress(imageFile: File, authToken: string): Observable<any> {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers<br> };<br> <br> // Return the Observable from HttpClient.post without subscribing here<br> return this.http.post<any>(url, formData, httpOptions);<br> }<br>}<br></code></pre></div>Then, in your Angular component or another service, you would handle the subscription like this:<br><br><div class=\"code-block typescript\"><pre><code>// Example component method that calls uploadImageToWordpress<br>uploadImage(file: File) {<br> this.wordpressService.uploadImageToWordpress(file, this.authToken).subscribe({<br> next: (response) => console.log('Image uploaded successfully:', response),<br> error: (error) => console.error('Error uploading image:', error),<br> complete: () => console.log('Upload complete')<br> });<br>}<br><br></code></pre></div>This change ensures that the consuming component controls the subscription, enabling it to handle success, error, and completion cases appropriately. It also facilitates unsubscribing from the Observable to prevent memory leaks, especially important in components that might be created and destroyed multiple times during the application's lifecycle.<br><br>Remember, managing the subscription is crucial to avoiding memory leaks. For components, you often unsubscribe from Observables in the `ngOnDestroy` lifecycle method by either manually calling `unsubscribe` or using operators like `takeUntil` to automate the process.<br></div><br /><div class=\"chat-message\"><strong>John:</strong> If I want to use rxjs operators on the result, is it better to return an observable or a subscription?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> If you want to use RxJS operators on the result, it's better to return an `Observable`. Returning an `Observable` from your service method gives you the flexibility to apply any RxJS operators such as `map`, `filter`, `mergeMap`, `catchError`, and many others before the data is consumed by a component or another service.<br><br>When you return an `Observable`, the caller can decide when to subscribe to it and how to manipulate the stream of data with RxJS operators, allowing for a more functional and declarative approach to data transformations and handling.<br><br>Here's how you might adjust your service method to return an `Observable`, and then apply RxJS operators in the component:<br><br>### Service Method Returning an `Observable`:<br><br><div class=\"code-block typescript\"><pre><code>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Observable } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> uploadImageToWordpress(imageFile: File, authToken: string): Observable<any> {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br><br> let headers = new HttpHeaders({<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers<br> };<br> <br> return this.http.post<any>(url, formData, httpOptions);<br> }<br>}<br></code></pre></div>### Component Consuming the Observable with RxJS Operators:<br><br><div class=\"code-block typescript\"><pre><code>import { Component } from '@angular/core';<br>import { catchError, tap } from 'rxjs/operators';<br>import { of } from 'rxjs';<br>import { WordpressService } from './wordpress.service';<br><br>@Component({<br> selector: 'app-my-component',<br> template: `...`,<br>})<br>export class MyComponent {<br> constructor(private wordpressService: WordpressService) {}<br><br> uploadImage(file: File) {<br> this.wordpressService.uploadImageToWordpress(file, 'YOUR_AUTH_TOKEN')<br> .pipe(<br> tap(response => console.log('Upload successful:', response)),<br> catchError(error => {<br> console.error('Upload failed:', error);<br> // Return an observable that emits an error value; <br> // 'of' is used here to return a non-error observable for demonstration purposes<br> return of(error);<br> })<br> )<br> .subscribe();<br> }<br>}<br></code></pre></div>In this example, the component calls `uploadImageToWordpress` and uses the `tap` operator for side effects (logging success messages) and `catchError` to handle any errors that occur during the upload process. The `catchError` operator transforms an error into a continuation of the observable sequence, so it doesn't necessarily break the flow; you can decide what observable sequence it returns in the event of an error.<br><br>This approach provides a clean, maintainable way to handle side effects, transformations, and errors, showcasing why returning an `Observable` is preferred when you want to utilize RxJS operators.</div><br />','I\'m using Angular and I\'m trying to add an image to a wordpress site. Please write the code to add an image to the Media Librar','','trash','open','open','','__trashed-20','','','2024-07-12 10:45:15','2024-07-12 15:45:15','',0,'https://wp.johnturman.net/?p=374',0,'post','',0),(375,2,'2024-03-01 13:14:20','2024-03-01 19:14:20','<div class=\"chat-message\"><strong>John:</strong> write a python function which adds an image to a wordpress media library using the rest api.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To add an image to a WordPress media library using the REST API, you must handle several steps including authentication and file upload. Below is an example of a Python function that does this. This example requires the `requests` library for handling HTTP requests, so make sure you have it installed in your environment (`pip install requests`).<br><br>**Pre-requisites:**<br>- WordPress site with REST API enabled.<br>- Authentication credentials; for this example, we'll use Basic Auth for simplicity, but it's recommended to use OAuth for production environments due to better security. To use Basic Auth, you will need to install and activate a plugin that enables Basic Authentication or have it enabled via custom code in your WordPress installation.<br>- Install the necessary plugin or ensure your WordPress installation allows Basic Authentication for REST API requests.<br>- Ensure you have the correct permissions to upload files.<br><br>**Python Function Example:**<br><br><div class=\"code-block python\"><pre><code>import requests<br>from requests.auth import HTTPBasicAuth<br><br>def add_image_to_wordpress(image_path, name, site_url, username, password):<br> """<br> Adds an image to the WordPress media library.<br> <br> Parameters:<br> - image_path: Path to the image on the local system.<br> - name: Desired name for the image in the media library.<br> - site_url: URL of the WordPress site.<br> - username: WordPress username with permissions to upload files.<br> - password: WordPress password for the given username.<br> """<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> # WordPress expects the file in bits, so we use 'Content-Disposition' to handle it<br> 'Content-Disposition': f'attachment; filename={name}',<br> # Authorization will be handled via HTTPBasicAuth<br> 'Authorization': 'Basic <YourEncodedCredentialsHere>'<br> }<br> <br> # It's recommended to use with statement for opening files as it handles closing the file properly<br> with open(image_path, 'rb') as img:<br> # You can directly read and use the img file in the data parameter thanks to the 'rb' mode<br> files = {'file': img}<br> response = requests.post(<br> media_url, <br> headers=headers, <br> files=files, <br> auth=HTTPBasicAuth(username, password)<br> )<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json() # You can return the response from WordPress upon successful upload<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>image_path = "path/to/your/image.jpg"<br>name = "test-image.jpg"<br>site_url = "https://yourwordpresssite.com"<br>username = "yourusername"<br>password = "yourpassword"<br><br>add_image_to_wordpress(image_path, name, site_url, username, password)<br></code></pre></div>**Important Notes:**<br><br>1. **Security:** Ensure your WordPress permissions and authentication mechanism are securely set up. Basic Auth sends credentials in clear text, which can be insecure if not used over HTTPS. Consider using OAuth for a production environment.<br>2. **Library Installation:** This example requires the `requests` library. Ensure you have it installed in your environment.<br>3. **Error Handling:** This function prints a simple message in case of failure and returns `None`. Depending on your use case, you might want to add more sophisticated error handling.<br>4. Replace placeholders like `path/to/your/image.jpg`, `https://yourwordpresssite.com`, etc., with actual values applicable to your case.</div><br /><div class=\"chat-message\"><strong>John:</strong> is basic auth enabled by default in wordpress? How can I tell?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> No, Basic Authentication is not enabled by default in WordPress. Basic Authentication is a method for an HTTP user agent (e.g., a web browser) to provide a user name and password when making a request. While it is simple to implement, it is considered insecure over plain HTTP connections because it transmits the username and password in clear text. However, it can be acceptable for development or if used over secure HTTP connections (HTTPS).<br><br>To enable Basic Authentication for the WordPress REST API for development purposes or securely over HTTPS, you typically need to use a plugin or add custom code to your `.htaccess` file or `functions.php` file if you're developing a theme or plugin. There are several plugins available for enabling Basic Authentication, and the method you choose may depend on your specific requirements and environment.<br><br>**How to Tell if Basic Authentication is Enabled:**<br><br>The simplest way to test if Basic Authentication is enabled on your WordPress site is by making a test API request with Basic Auth credentials. You can use a tool like `curl`, Postman, or write a simple script in a language like Python to make a request to a WordPress REST API endpoint that requires authentication, such as fetching or updating user details, and include the Basic Authorization header.<br><br>Here is an example using `curl`:<br><div class=\"code-block sh\"><pre><code>curl -u "username:password" https://yourwordpresssite.com/wp-json/wp/v2/users/me<br></code></pre></div>Replace `"username:password"` with your WordPress admin username and password, and adjust the URL to your site. If Basic Auth is enabled and working, you should get a JSON response with user data. If it's not enabled, you might get a response like `{"code":"rest_not_logged_in","message":"You are not currently logged in.","data":{"status":401}}` or another error message indicating that authentication has failed.<br><br>**Enabling Basic Authentication:**<br><br>1. **With a Plugin:** There are plugins available that enable Basic Authentication. One widely used plugin for development purposes is the Application Passwords feature that now comes built into WordPress as of version 5.6. It allows REST API requests to be authenticated using an 'Application Password' in the Basic Auth header, offering more security than using the main account password.<br><br>2. **Through Custom Code:** This approach involves modifying your WordPress installation's `.htaccess` file (on Apache servers) or configuration (on Nginx servers) and potentially adding custom code to your theme's `functions.php` file. This method is more complex and is recommended only for advanced users or developers who understand the security implications.<br><br>Remember, if you enable Basic Authentication, especially on a live site, ensure that your site is served over HTTPS to encrypt the credentials. For production environments, consider using OAuth or other more secure authentication methods provided by WordPress plugins or custom implementations tailored to your security requirements.</div><br /><div class=\"chat-message\"><strong>John:</strong> show me an example using an auth token instead of basic auth.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Using an authentication token, specifically a JWT (JSON Web Token), is a more secure way to authenticate to the WordPress REST API compared to Basic Authentication, particularly for production environments. This method involves using a plugin or custom code in WordPress that generates JWTs for authentication. A commonly used plugin for this purpose is "JWT Authentication for WP REST API" or similar.<br><br>To proceed with this method, first ensure that you have a plugin or custom implementation in place in your WordPress installation that supports JWT authentication.<br><br>### Steps to Use JWT Authentication:<br>1. **Install and Activate a JWT Plugin**: Start by installing a JWT authentication plugin like "JWT Authentication for WP REST API".<br>2. **Configuration**: Follow the plugin's documentation for any needed configuration steps, which may involve editing your `.htaccess` file or the `wp-config.php` file to enable HTTP Authorization.<br>3. **Obtain a Token**: Authenticate with your username and password to obtain a JWT. This typically involves sending a POST request to a specific endpoint provided by the plugin.<br><br>### Example Python Function Using JWT:<br><br>Assuming you've set up JWT authentication and have an endpoint to obtain the token, the example below first obtains the token and then uses it to add an image to the WordPress media library.<br><br>First, ensure you have the `requests` library installed (`pip install requests`).<br><br><div class=\"code-block python\"><pre><code>import requests<br><br>def get_jwt_token(username, password, token_url):<br> """Authenticate and get JWT token"""<br> response = requests.post(token_url, data={'username': username, 'password': password})<br> if response.status_code == 200:<br> return response.json().get('token')<br> else:<br> print("Failed to obtain JWT token")<br> return None<br><br>def add_image_to_wordpress_with_jwt(image_path, name, site_url, token):<br> """Add an image to the WordPress media library using JWT authentication"""<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> 'Content-Disposition': f'attachment; filename={name}',<br> 'Authorization': f'Bearer {token}'<br> }<br> <br> with open(image_path, 'rb') as img:<br> files = {'file': img}<br> response = requests.post(media_url, headers=headers, files=files)<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json()<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>username = 'your_username'<br>password = 'your_password'<br>site_url = 'https://yourwordpresssite.com'<br>token_url = f'{site_url}/wp-json/jwt-auth/v1/token' # Check the exact URL based on the JWT plugin documentation<br><br>token = get_jwt_token(username, password, token_url)<br>if token:<br> image_path = "path/to/your/image.jpg"<br> name = "test-image.jpg"<br> add_image_to_wordpress_with_jwt(image_path, name, site_url, token)<br></code></pre></div>### Important Notes:<br>- **Plugin Installation and Configuration**: The installation and configuration of the JWT plugin, including permalinks settings and `.htaccess` or `wp-config.php` configurations, are crucial steps. Refer to the specific plugin's documentation for detailed instructions.<br>- **Security**: Always use HTTPS to protect the tokens and user credentials in transit.<br>- **Usage Limits and Permissions**: Ensure the WordPress user whose credentials are used has the necessary permissions to upload media items and that your server is configured to accept the file sizes and types you intend to upload.<br><br>This example illustrates a basic implementation and may need adjustments based on the specific plugin or JWT implementation you're using.</div><br /><div class=\"chat-message\"><strong>John:</strong> in python, if I have a list of strings, how do I get the last entry?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In Python, to get the last entry of a list, you can use negative indexing. For a list `my_list`, `my_list[-1]` will return the last element. Here's a quick example:<br><br><div class=\"code-block python\"><pre><code>my_list = ['apple', 'banana', 'cherry']<br>last_entry = my_list[-1]<br>print(last_entry)<br></code></pre></div>This will output:<br><div class=\"code-block\"><pre><code><br>cherry<br></code></pre></div>Negative indexing starts from `-1` for the last item, `-2` for the second-to-last item, and so on, up to `-n` for the first item, where `n` is the number of items in the list.</div><br /><div class=\"chat-message\"><strong>John:</strong> If I want to get the token when the fastapi app starts up, where can I do that? In the constructor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In a FastAPI application, you might want to perform initialization tasks (such as obtaining an authentication token) when the application starts up, rather than within endpoint functions or a class constructor that might be part of your application's logic. FastAPI provides event handlers for running code before the application starts up or after it shuts down, which is a proper place for such initialization tasks.<br><br>You can use the `@app.on_event("startup")` decorator to run a function when the application starts. This approach is useful for initialization tasks like obtaining a token that your application will use for its runtime.<br><br>Here's an example of how you can do it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>app = FastAPI()<br><br>def get_auth_token():<br> # Your code to get the auth token<br> # Example:<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> token = response.json().get("access_token")<br> return token<br><br>@app.on_event("startup")<br>async def startup_event():<br> global auth_token # Declare the token as a global variable if it needs to be accessed globally<br> auth_token = get_auth_token()<br> # Proceed to use auth_token as needed throughout your application<br><br>@app.get("/")<br>async def main():<br> # Example usage of the global variable auth_token within an endpoint<br> return {"token": auth_token}<br></code></pre></div>In this example, when the FastAPI application starts, it executes the `startup_event` function that fetches an authentication token and stores it in a global variable named `auth_token`. This `auth_token` can then be used throughout the application, for example, in your endpoint functions.<br><br>Keep in mind using global variables to store such information can work for simple cases, but for more complex applications or high-security concerns, consider using dependency injection patterns provided by FastAPI or adapting your architecture to use more secure and scalable ways to manage and access authentication tokens and other sensitive information. <br><br>Also, be aware that storing sensitive information in global variables should be done cautiously and consider security implications, especially if your application might scale horizontally (across multiple processes or servers).</div><br /><div class=\"chat-message\"><strong>John:</strong> why not store the token as a class member of the app?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Storing the token as a class member of your FastAPI application could indeed be a cleaner, more organized, and object-oriented approach, especially for larger applications where you want to encapsulate functionality and maintain a clear structure. FastAPI itself is built on top of Starlette, which means it does not directly offer an interface for defining your application as a class, but you can certainly structure your internal application components in an object-oriented way.<br><br>For tasks like managing authentication tokens or other stateful components, creating a dedicated class (or a set of classes) to encapsulate this functionality makes your application more modular, maintainable, and testable. Here’s how you might approach it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>class MyApp:<br> def __init__(self):<br> self.token = None<br> <br> def get_auth_token(self):<br> # Simulate obtaining a token<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> self.token = response.json().get("access_token")<br> <br> def startup(self):<br> self.get_auth_token()<br> # Any other startup tasks<br><br>app_instance = MyApp()<br><br>app = FastAPI()<br><br>@app.on_event("startup")<br>async def startup_event():<br> app_instance.startup()<br><br>@app.get("/")<br>async def main():<br> # Use the token stored in the MyApp instance<br> return {"token": app_instance.token}<br></code></pre></div>In this example:<br>- The `MyApp` class encapsulates application logic, including token management.<br>- Upon FastAPI startup, the `startup_event` function triggers initialization within `MyApp`, including fetching the authentication token.<br>- Endpoints (such as the `/` route) access the `token` through the `app_instance` object.<br><br>**Benefits**:<br>- **Encapsulation**: By encapsulating token retrieval and other functionalities within a class, you adhere to the object-oriented principle of encapsulation, keeping the internal representation hidden from outside usage.<br>- **Maintainability**: This structure makes your application more maintainable, as related functionalities are grouped within a class, making the codebase easier to navigate and refactor.<br>- **Testability**: Testing becomes more straightforward, as you can create instances of your classes with mock data/behaviors for unit tests.<br><br>**Considerations**:<br>- **Concurrency and State Management**: Be mindful of concurrency issues if your application might modify shared state (like an authentication token) in a multi-threaded or multi-worker setting. You might need to implement additional logic to handle token refreshes safely or use asynchronous code to manage state changes.<br>- **Scaling**: As your application grows, you might consider breaking it down into smaller services (microservices) or modules, each responsible for its part of the application logic, such as authentication, business logic, database interactions, etc.<br><br>Using a class-based approach fits well with Python's object-oriented programming capabilities and FastAPI's flexibility, allowing for a clean and modular design that scales with the complexity of your applications.</div><br />','Write a python function that adds an image to a wordpress media library using the rest api.','','publish','open','open','','write-a-python-function-which-adds-an-image-to-a-wordpress-media-library-using-the-rest-api','','','2024-07-24 07:47:36','2024-07-24 12:47:36','',0,'https://wp.johnturman.net/?p=375',0,'post','',0),(377,3,'2024-02-29 22:16:49','2024-03-01 04:16:49','','2024-03-01','','inherit','open','closed','','2024-03-01','','','2024-02-29 22:16:49','2024-03-01 04:16:49','',0,'https://wp.johnturman.net/wp-content/uploads/2024/02/2024-03-01.png',0,'attachment','image/png',0),(378,2,'2024-07-12 10:16:56','2024-07-12 15:16:56','<div class=\"chat-message\"><strong>John:</strong> What’s the latest version of Drupal? </div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of my last update in April 2023, the latest version of Drupal is Drupal 9.5.0. However, new versions may have been released since then. It's important to check the official Drupal website or the Drupal community updates for the most recent version.</div><br />','What’s the latest version of Drupal?','','trash','open','open','','__trashed-18','','','2024-07-12 10:16:56','2024-07-12 15:16:56','',0,'https://wp.johnturman.net/?p=378',0,'post','',0),(380,1,'2024-03-01 13:14:20','2024-03-01 19:14:20','<div class=\"chat-message\"><strong>John:</strong> write a python function which adds an image to a wordpress media library using the rest api.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To add an image to a WordPress media library using the REST API, you must handle several steps including authentication and file upload. Below is an example of a Python function that does this. This example requires the `requests` library for handling HTTP requests, so make sure you have it installed in your environment (`pip install requests`).<br><br>**Pre-requisites:**<br>- WordPress site with REST API enabled.<br>- Authentication credentials; for this example, we'll use Basic Auth for simplicity, but it's recommended to use OAuth for production environments due to better security. To use Basic Auth, you will need to install and activate a plugin that enables Basic Authentication or have it enabled via custom code in your WordPress installation.<br>- Install the necessary plugin or ensure your WordPress installation allows Basic Authentication for REST API requests.<br>- Ensure you have the correct permissions to upload files.<br><br>**Python Function Example:**<br><br><div class=\"code-block python\"><pre><code>import requests<br>from requests.auth import HTTPBasicAuth<br><br>def add_image_to_wordpress(image_path, name, site_url, username, password):<br> """<br> Adds an image to the WordPress media library.<br> <br> Parameters:<br> - image_path: Path to the image on the local system.<br> - name: Desired name for the image in the media library.<br> - site_url: URL of the WordPress site.<br> - username: WordPress username with permissions to upload files.<br> - password: WordPress password for the given username.<br> """<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> # WordPress expects the file in bits, so we use 'Content-Disposition' to handle it<br> 'Content-Disposition': f'attachment; filename={name}',<br> # Authorization will be handled via HTTPBasicAuth<br> 'Authorization': 'Basic <YourEncodedCredentialsHere>'<br> }<br> <br> # It's recommended to use with statement for opening files as it handles closing the file properly<br> with open(image_path, 'rb') as img:<br> # You can directly read and use the img file in the data parameter thanks to the 'rb' mode<br> files = {'file': img}<br> response = requests.post(<br> media_url, <br> headers=headers, <br> files=files, <br> auth=HTTPBasicAuth(username, password)<br> )<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json() # You can return the response from WordPress upon successful upload<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>image_path = "path/to/your/image.jpg"<br>name = "test-image.jpg"<br>site_url = "https://yourwordpresssite.com"<br>username = "yourusername"<br>password = "yourpassword"<br><br>add_image_to_wordpress(image_path, name, site_url, username, password)<br></code></pre></div>**Important Notes:**<br><br>1. **Security:** Ensure your WordPress permissions and authentication mechanism are securely set up. Basic Auth sends credentials in clear text, which can be insecure if not used over HTTPS. Consider using OAuth for a production environment.<br>2. **Library Installation:** This example requires the `requests` library. Ensure you have it installed in your environment.<br>3. **Error Handling:** This function prints a simple message in case of failure and returns `None`. Depending on your use case, you might want to add more sophisticated error handling.<br>4. Replace placeholders like `path/to/your/image.jpg`, `https://yourwordpresssite.com`, etc., with actual values applicable to your case.</div><br /><div class=\"chat-message\"><strong>John:</strong> is basic auth enabled by default in wordpress? How can I tell?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> No, Basic Authentication is not enabled by default in WordPress. Basic Authentication is a method for an HTTP user agent (e.g., a web browser) to provide a user name and password when making a request. While it is simple to implement, it is considered insecure over plain HTTP connections because it transmits the username and password in clear text. However, it can be acceptable for development or if used over secure HTTP connections (HTTPS).<br><br>To enable Basic Authentication for the WordPress REST API for development purposes or securely over HTTPS, you typically need to use a plugin or add custom code to your `.htaccess` file or `functions.php` file if you're developing a theme or plugin. There are several plugins available for enabling Basic Authentication, and the method you choose may depend on your specific requirements and environment.<br><br>**How to Tell if Basic Authentication is Enabled:**<br><br>The simplest way to test if Basic Authentication is enabled on your WordPress site is by making a test API request with Basic Auth credentials. You can use a tool like `curl`, Postman, or write a simple script in a language like Python to make a request to a WordPress REST API endpoint that requires authentication, such as fetching or updating user details, and include the Basic Authorization header.<br><br>Here is an example using `curl`:<br><div class=\"code-block sh\"><pre><code>curl -u "username:password" https://yourwordpresssite.com/wp-json/wp/v2/users/me<br></code></pre></div>Replace `"username:password"` with your WordPress admin username and password, and adjust the URL to your site. If Basic Auth is enabled and working, you should get a JSON response with user data. If it's not enabled, you might get a response like `{"code":"rest_not_logged_in","message":"You are not currently logged in.","data":{"status":401}}` or another error message indicating that authentication has failed.<br><br>**Enabling Basic Authentication:**<br><br>1. **With a Plugin:** There are plugins available that enable Basic Authentication. One widely used plugin for development purposes is the Application Passwords feature that now comes built into WordPress as of version 5.6. It allows REST API requests to be authenticated using an 'Application Password' in the Basic Auth header, offering more security than using the main account password.<br><br>2. **Through Custom Code:** This approach involves modifying your WordPress installation's `.htaccess` file (on Apache servers) or configuration (on Nginx servers) and potentially adding custom code to your theme's `functions.php` file. This method is more complex and is recommended only for advanced users or developers who understand the security implications.<br><br>Remember, if you enable Basic Authentication, especially on a live site, ensure that your site is served over HTTPS to encrypt the credentials. For production environments, consider using OAuth or other more secure authentication methods provided by WordPress plugins or custom implementations tailored to your security requirements.</div><br /><div class=\"chat-message\"><strong>John:</strong> show me an example using an auth token instead of basic auth.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Using an authentication token, specifically a JWT (JSON Web Token), is a more secure way to authenticate to the WordPress REST API compared to Basic Authentication, particularly for production environments. This method involves using a plugin or custom code in WordPress that generates JWTs for authentication. A commonly used plugin for this purpose is "JWT Authentication for WP REST API" or similar.<br><br>To proceed with this method, first ensure that you have a plugin or custom implementation in place in your WordPress installation that supports JWT authentication.<br><br>### Steps to Use JWT Authentication:<br>1. **Install and Activate a JWT Plugin**: Start by installing a JWT authentication plugin like "JWT Authentication for WP REST API".<br>2. **Configuration**: Follow the plugin's documentation for any needed configuration steps, which may involve editing your `.htaccess` file or the `wp-config.php` file to enable HTTP Authorization.<br>3. **Obtain a Token**: Authenticate with your username and password to obtain a JWT. This typically involves sending a POST request to a specific endpoint provided by the plugin.<br><br>### Example Python Function Using JWT:<br><br>Assuming you've set up JWT authentication and have an endpoint to obtain the token, the example below first obtains the token and then uses it to add an image to the WordPress media library.<br><br>First, ensure you have the `requests` library installed (`pip install requests`).<br><br><div class=\"code-block python\"><pre><code>import requests<br><br>def get_jwt_token(username, password, token_url):<br> """Authenticate and get JWT token"""<br> response = requests.post(token_url, data={'username': username, 'password': password})<br> if response.status_code == 200:<br> return response.json().get('token')<br> else:<br> print("Failed to obtain JWT token")<br> return None<br><br>def add_image_to_wordpress_with_jwt(image_path, name, site_url, token):<br> """Add an image to the WordPress media library using JWT authentication"""<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> 'Content-Disposition': f'attachment; filename={name}',<br> 'Authorization': f'Bearer {token}'<br> }<br> <br> with open(image_path, 'rb') as img:<br> files = {'file': img}<br> response = requests.post(media_url, headers=headers, files=files)<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json()<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>username = 'your_username'<br>password = 'your_password'<br>site_url = 'https://yourwordpresssite.com'<br>token_url = f'{site_url}/wp-json/jwt-auth/v1/token' # Check the exact URL based on the JWT plugin documentation<br><br>token = get_jwt_token(username, password, token_url)<br>if token:<br> image_path = "path/to/your/image.jpg"<br> name = "test-image.jpg"<br> add_image_to_wordpress_with_jwt(image_path, name, site_url, token)<br></code></pre></div>### Important Notes:<br>- **Plugin Installation and Configuration**: The installation and configuration of the JWT plugin, including permalinks settings and `.htaccess` or `wp-config.php` configurations, are crucial steps. Refer to the specific plugin's documentation for detailed instructions.<br>- **Security**: Always use HTTPS to protect the tokens and user credentials in transit.<br>- **Usage Limits and Permissions**: Ensure the WordPress user whose credentials are used has the necessary permissions to upload media items and that your server is configured to accept the file sizes and types you intend to upload.<br><br>This example illustrates a basic implementation and may need adjustments based on the specific plugin or JWT implementation you're using.</div><br /><div class=\"chat-message\"><strong>John:</strong> in python, if I have a list of strings, how do I get the last entry?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In Python, to get the last entry of a list, you can use negative indexing. For a list `my_list`, `my_list[-1]` will return the last element. Here's a quick example:<br><br><div class=\"code-block python\"><pre><code>my_list = ['apple', 'banana', 'cherry']<br>last_entry = my_list[-1]<br>print(last_entry)<br></code></pre></div>This will output:<br><div class=\"code-block\"><pre><code><br>cherry<br></code></pre></div>Negative indexing starts from `-1` for the last item, `-2` for the second-to-last item, and so on, up to `-n` for the first item, where `n` is the number of items in the list.</div><br /><div class=\"chat-message\"><strong>John:</strong> If I want to get the token when the fastapi app starts up, where can I do that? In the constructor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In a FastAPI application, you might want to perform initialization tasks (such as obtaining an authentication token) when the application starts up, rather than within endpoint functions or a class constructor that might be part of your application's logic. FastAPI provides event handlers for running code before the application starts up or after it shuts down, which is a proper place for such initialization tasks.<br><br>You can use the `@app.on_event("startup")` decorator to run a function when the application starts. This approach is useful for initialization tasks like obtaining a token that your application will use for its runtime.<br><br>Here's an example of how you can do it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>app = FastAPI()<br><br>def get_auth_token():<br> # Your code to get the auth token<br> # Example:<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> token = response.json().get("access_token")<br> return token<br><br>@app.on_event("startup")<br>async def startup_event():<br> global auth_token # Declare the token as a global variable if it needs to be accessed globally<br> auth_token = get_auth_token()<br> # Proceed to use auth_token as needed throughout your application<br><br>@app.get("/")<br>async def main():<br> # Example usage of the global variable auth_token within an endpoint<br> return {"token": auth_token}<br></code></pre></div>In this example, when the FastAPI application starts, it executes the `startup_event` function that fetches an authentication token and stores it in a global variable named `auth_token`. This `auth_token` can then be used throughout the application, for example, in your endpoint functions.<br><br>Keep in mind using global variables to store such information can work for simple cases, but for more complex applications or high-security concerns, consider using dependency injection patterns provided by FastAPI or adapting your architecture to use more secure and scalable ways to manage and access authentication tokens and other sensitive information. <br><br>Also, be aware that storing sensitive information in global variables should be done cautiously and consider security implications, especially if your application might scale horizontally (across multiple processes or servers).</div><br /><div class=\"chat-message\"><strong>John:</strong> why not store the token as a class member of the app?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Storing the token as a class member of your FastAPI application could indeed be a cleaner, more organized, and object-oriented approach, especially for larger applications where you want to encapsulate functionality and maintain a clear structure. FastAPI itself is built on top of Starlette, which means it does not directly offer an interface for defining your application as a class, but you can certainly structure your internal application components in an object-oriented way.<br><br>For tasks like managing authentication tokens or other stateful components, creating a dedicated class (or a set of classes) to encapsulate this functionality makes your application more modular, maintainable, and testable. Here’s how you might approach it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>class MyApp:<br> def __init__(self):<br> self.token = None<br> <br> def get_auth_token(self):<br> # Simulate obtaining a token<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> self.token = response.json().get("access_token")<br> <br> def startup(self):<br> self.get_auth_token()<br> # Any other startup tasks<br><br>app_instance = MyApp()<br><br>app = FastAPI()<br><br>@app.on_event("startup")<br>async def startup_event():<br> app_instance.startup()<br><br>@app.get("/")<br>async def main():<br> # Use the token stored in the MyApp instance<br> return {"token": app_instance.token}<br></code></pre></div>In this example:<br>- The `MyApp` class encapsulates application logic, including token management.<br>- Upon FastAPI startup, the `startup_event` function triggers initialization within `MyApp`, including fetching the authentication token.<br>- Endpoints (such as the `/` route) access the `token` through the `app_instance` object.<br><br>**Benefits**:<br>- **Encapsulation**: By encapsulating token retrieval and other functionalities within a class, you adhere to the object-oriented principle of encapsulation, keeping the internal representation hidden from outside usage.<br>- **Maintainability**: This structure makes your application more maintainable, as related functionalities are grouped within a class, making the codebase easier to navigate and refactor.<br>- **Testability**: Testing becomes more straightforward, as you can create instances of your classes with mock data/behaviors for unit tests.<br><br>**Considerations**:<br>- **Concurrency and State Management**: Be mindful of concurrency issues if your application might modify shared state (like an authentication token) in a multi-threaded or multi-worker setting. You might need to implement additional logic to handle token refreshes safely or use asynchronous code to manage state changes.<br>- **Scaling**: As your application grows, you might consider breaking it down into smaller services (microservices) or modules, each responsible for its part of the application logic, such as authentication, business logic, database interactions, etc.<br><br>Using a class-based approach fits well with Python's object-oriented programming capabilities and FastAPI's flexibility, allowing for a clean and modular design that scales with the complexity of your applications.</div><br />','write a python function which adds an image to a wordpress media library using the rest api.','','inherit','closed','closed','','375-revision-v1','','','2024-03-01 13:14:20','2024-03-01 19:14:20','',375,'https://wp.johnturman.net/?p=380',0,'revision','',0),(381,3,'2024-03-01 13:27:16','2024-03-01 19:27:16','','2024-03-01-6','','inherit','open','closed','','2024-03-01-6','','','2024-03-01 13:27:16','2024-03-01 19:27:16','',0,'https://wp.johnturman.net/wp-content/uploads/2024/03/2024-03-01-6.png',0,'attachment','image/png',0),(382,1,'2024-03-01 13:37:55','2024-03-01 19:37:55','<!-- wp:paragraph -->\n<p>Images can now be directly saved from Chatbot to the Media Library. This functionality can be accessed by hovering over any image and using the contextual actions. The image save feature is available to all users.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Note: Images are not published automatically. The images canl be added later to a post/article, image gallery, etc. and published along with this content.</p>\n<!-- /wp:paragraph -->','Saving Images to the Media Library','','publish','open','open','','saving-images-to-the-media-library','','','2024-07-23 18:56:58','2024-07-23 23:56:58','',0,'https://wp.johnturman.net/?p=382',0,'post','',0),(383,1,'2024-03-01 13:37:55','2024-03-01 19:37:55','<!-- wp:paragraph -->\n<p>Images can now be directly saved from Chatbot to the Media Library. This functionality can be accessed by hovering over any image and using the contextual actions. The image save feature is available to all users.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Note: Images are not published automatically. 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{\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"1\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"1\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"style\":{\"spacing\":{\"blockGap\":\"0\"}}} -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"1\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:1;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"16/9\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:16/9;object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|50\"} -->\n<div style=\"height:var(--wp--preset--spacing--50)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:image {\"aspectRatio\":\"9/16\",\"scale\":\"cover\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image is-style-rounded\"><img alt=\"\" style=\"aspect-ratio:9/16;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Guitars','','inherit','closed','closed','','196-revision-v1','','','2024-03-01 22:16:07','2024-03-02 04:16:07','',196,'https://wp.johnturman.net/?p=398',0,'revision','',0),(400,1,'2024-03-02 01:23:57','2024-03-02 07:23:57','<!-- wp:navigation-link {\"label\":\"Chat\",\"type\":\"category\",\"id\":5,\"url\":\"https://johnturman.net/category/ai-chat/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Gallery\",\"type\":\"page\",\"id\":243,\"url\":\"https://johnturman.net/gallery/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"url\":\"https://ai.johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 16','','publish','closed','closed','','navigation-16','','','2024-04-30 17:43:37','2024-04-30 22:43:37','',0,'https://wp.johnturman.net/?p=400',0,'wp_navigation','',0),(401,1,'2024-03-02 01:23:57','2024-03-02 07:23:57','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"20%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:20%\"></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\"><a href=\"https://wp.johnturman.net/about/\" data-type=\"page\" data-id=\"60\">About</a></h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":400,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Privacy</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} -->\n<!-- wp:navigation-link {\"label\":\"Privacy Policy\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Terms and Conditions\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Contact Us\",\"url\":\"#\"} /-->\n<!-- /wp:navigation --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} -->\n<!-- wp:navigation-link {\"label\":\"Facebook\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Instagram\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Twitter/X\",\"url\":\"#\"} /-->\n<!-- /wp:navigation --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-03-02 01:23:57','2024-03-02 07:23:57','',242,'https://wp.johnturman.net/?p=401',0,'revision','',0),(402,1,'2024-03-02 01:23:57','2024-03-02 07:23:57','<!-- wp:navigation-link {\"label\":\"AI Chat\",\"type\":\"category\",\"id\":5,\"url\":\"https://wp.johnturman.net/category/ai-chat/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"AI Images\",\"type\":\"page\",\"id\":243,\"url\":\"https://wp.johnturman.net/ai-images/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"url\":\"https://johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 16','','inherit','closed','closed','','400-revision-v1','','','2024-03-02 01:23:57','2024-03-02 07:23:57','',400,'https://wp.johnturman.net/?p=402',0,'revision','',0),(403,1,'2024-03-02 01:33:00','2024-03-02 07:33:00','<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Who we are</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Our website address is: http://wp.local.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Comments</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>When visitors leave comments on the site we collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>An anonymized string created from your email address (also called a hash) may be provided to the Gravatar service to see if you are using it. The Gravatar service privacy policy is available here: https://automattic.com/privacy/. After approval of your comment, your profile picture is visible to the public in the context of your comment.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Media</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you upload images to the website, you should avoid uploading images with embedded location data (EXIF GPS) included. Visitors to the website can download and extract any location data from images on the website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Cookies</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you leave a comment on our site you may opt-in to saving your name, email address and website in cookies. These are for your convenience so that you do not have to fill in your details again when you leave another comment. These cookies will last for one year.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>If you visit our login page, we will set a temporary cookie to determine if your browser accepts cookies. This cookie contains no personal data and is discarded when you close your browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When you log in, we will also set up several cookies to save your login information and your screen display choices. Login cookies last for two days, and screen options cookies last for a year. If you select \"Remember Me\", your login will persist for two weeks. If you log out of your account, the login cookies will be removed.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>If you edit or publish an article, an additional cookie will be saved in your browser. This cookie includes no personal data and simply indicates the post ID of the article you just edited. It expires after 1 day.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Embedded content from other websites</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Articles on this site may include embedded content (e.g. videos, images, articles, etc.). Embedded content from other websites behaves in the exact same way as if the visitor has visited the other website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>These websites may collect data about you, use cookies, embed additional third-party tracking, and monitor your interaction with that embedded content, including tracking your interaction with the embedded content if you have an account and are logged in to that website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Who we share your data with</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you request a password reset, your IP address will be included in the reset email.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">How long we retain your data</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you leave a comment, the comment and its metadata are retained indefinitely. This is so we can recognize and approve any follow-up comments automatically instead of holding them in a moderation queue.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>For users that register on our website (if any), we also store the personal information they provide in their user profile. All users can see, edit, or delete their personal information at any time (except they cannot change their username). Website administrators can also see and edit that information.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">What rights you have over your data</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you have an account on this site, or have left comments, you can request to receive an exported file of the personal data we hold about you, including any data you have provided to us. You can also request that we erase any personal data we hold about you. This does not include any data we are obliged to keep for administrative, legal, or security purposes.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Where your data is sent</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Visitor comments may be checked through an automated spam detection service.</p>\n<!-- /wp:paragraph -->','Privacy Policy','','inherit','closed','closed','','3-revision-v1','','','2024-03-02 01:33:00','2024-03-02 07:33:00','',3,'https://wp.johnturman.net/?p=403',0,'revision','',0),(404,1,'2024-03-02 01:37:25','2024-03-02 07:37:25','<!-- wp:navigation-link {\"label\":\"Privacy Policy\",\"type\":\"page\",\"id\":3,\"url\":\"https://wp.johnturman.net/privacy-policy/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Terms and Conditions\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Contact Us\",\"url\":\"#\"} /-->','Navigation 17','','publish','closed','closed','','navigation-17','','','2024-03-02 01:37:25','2024-03-02 07:37:25','',0,'https://wp.johnturman.net/?p=404',0,'wp_navigation','',0),(405,1,'2024-03-02 01:37:25','2024-03-02 07:37:25','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"20%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:20%\"></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\"><a href=\"https://wp.johnturman.net/about/\" data-type=\"page\" data-id=\"60\">About</a></h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":400,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Privacy</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":404,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} -->\n<!-- wp:navigation-link {\"label\":\"Facebook\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Instagram\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Twitter/X\",\"url\":\"#\"} /-->\n<!-- /wp:navigation --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-03-02 01:37:25','2024-03-02 07:37:25','',242,'https://wp.johnturman.net/?p=405',0,'revision','',0),(406,1,'2024-03-02 01:37:25','2024-03-02 07:37:25','<!-- wp:navigation-link {\"label\":\"Privacy Policy\",\"type\":\"page\",\"id\":3,\"url\":\"https://wp.johnturman.net/privacy-policy/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Terms and Conditions\",\"url\":\"#\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Contact Us\",\"url\":\"#\"} /-->','Navigation 17','','inherit','closed','closed','','404-revision-v1','','','2024-03-02 01:37:25','2024-03-02 07:37:25','',404,'https://wp.johnturman.net/?p=406',0,'revision','',0),(407,1,'2024-03-02 01:39:03','2024-03-02 07:39:03','<!-- wp:navigation-link {\"label\":\"About\",\"type\":\"page\",\"id\":60,\"url\":\"/about/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chat\",\"type\":\"category\",\"id\":5,\"url\":\"/category/ai-chat/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Galleries\",\"type\":\"page\",\"id\":243,\"url\":\"/category/image-gallery\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Demo\",\"type\":\"category\",\"id\":12,\"url\":\"/category/demo/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"type\":\"link\",\"url\":\"https://ai.johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 18','','publish','closed','closed','','navigation-18','','','2024-07-23 11:01:47','2024-07-23 16:01:47','',0,'https://wp.johnturman.net/?p=407',0,'wp_navigation','',0),(408,1,'2024-03-02 01:39:03','2024-03-02 07:39:03','<!-- wp:navigation-link {\"label\":\"LinkedIn\",\"url\":\"https://www.linkedin.com/in/johnturman/\",\"kind\":\"custom\"} /-->','Navigation 18','','inherit','closed','closed','','407-revision-v1','','','2024-03-02 01:39:03','2024-03-02 07:39:03','',407,'https://wp.johnturman.net/?p=408',0,'revision','',0),(409,1,'2024-03-02 01:39:03','2024-03-02 07:39:03','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"20%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:20%\"></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\"><a href=\"https://wp.johnturman.net/about/\" data-type=\"page\" data-id=\"60\">About</a></h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":400,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Privacy</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":404,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-03-02 01:39:03','2024-03-02 07:39:03','',242,'https://wp.johnturman.net/?p=409',0,'revision','',0),(410,2,'2024-07-12 07:54:33','2024-07-12 12:54:33','<div class=\"chat-message\"><strong>John:</strong> What are the different markdown symbols you use in your responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In my responses, I use several markdown symbols to enhance formatting and readability. Markdown is a lightweight markup language with plain-text formatting syntax that can be converted into HTML or other formats. Here’s a guide to some of the common markdown symbols used:<br><br>### 1. **Headers**<br><br>To create headers, you use the `#` symbol followed by a space. The number of `#` symbols indicates the header level.<br><br>- `#` H1<br>- `##` H2<br>- `###` H3<br>- `####` H4<br>- `#####` H5<br>- `######` H6<br><br>Example: <br><br><div class=\"code-block\"><pre><code><br># This is an H1<br>## This is an H2<br>### This is an H3<br></code></pre></div>### 2. **Emphasis**<br><br>- **Bold**: To bold text, enclose it in double asterisks `**` or double underscores `__`.<br><br> Example: `**This is bold**` or `__This is bold__`<br><br>- *Italic*: To italicize text, enclose it in single asterisks `*` or single underscores `_`.<br><br> Example: `*This is italic*` or `_This is italic_`<br><br>### 3. **Lists**<br><br>- **Unordered lists** use asterisks `*`, plus signs `+`, or hyphens `-` as bullet points.<br><br> <div class=\"code-block\"><pre><code><br> - Item one<br> - Item two<br> - Item three<br> </code></pre></div>- **Ordered lists** are numbered.<br><br> <div class=\"code-block\"><pre><code><br> 1. First item<br> 2. Second item<br> 3. Third item<br> </code></pre></div>### 4. **Links**<br><br>To create a hyperlink, enclose the link text in brackets `[]`, followed by the URL in parentheses `()`.<br><br>Example: `[Google](https://www.google.com)`<br><br>### 5. **Images**<br><br>Images are similar to links, but they have an exclamation mark `!` in front, followed by the alt text in brackets `[]`, and then the URL of the image in parentheses `()`.<br><br>Example: ``<br><br>### 6. **Blockquotes**<br><br>To create a blockquote, use the `>` symbol before your text.<br><br>Example: <br><br><div class=\"code-block\"><pre><code><br>> This is a blockquote.<br></code></pre></div>### 7. **Code**<br><br>- **Inline code** is wrapped with backticks `` ` ``.<br><br> Example: `` `Inline code` ``<br><br>- **Code blocks** are created by indenting lines with four spaces or by using three backticks <div class="code-block before and after the block.<br>\"><pre><code> </code></pre></div> <div class=\"code-block\"><pre><code><br> This is a code block.<br> </code></pre></div> <div class=\"code-block\"><pre><code><br><br><br>Note: The display of markdown may vary depending on the platform (e.g., GitHub, Reddit, StackOverflow) and the context in which it is used.</code></pre></div></div><br />','What are the different markdown symbols you use in your responses?','','trash','open','open','','__trashed-17','','','2024-07-12 07:54:33','2024-07-12 12:54:33','',0,'https://wp.johnturman.net/?p=410',0,'post','',0),(411,1,'2024-03-02 02:01:32','2024-03-02 08:01:32','<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Who we are</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Our website address is: https://wp.johnturman.net.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Comments</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>When visitors leave comments on the site we collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>An anonymized string created from your email address (also called a hash) may be provided to the Gravatar service to see if you are using it. The Gravatar service privacy policy is available here: https://automattic.com/privacy/. After approval of your comment, your profile picture is visible to the public in the context of your comment.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Media</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you upload images to the website, you should avoid uploading images with embedded location data (EXIF GPS) included. Visitors to the website can download and extract any location data from images on the website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Cookies</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you leave a comment on our site you may opt-in to saving your name, email address and website in cookies. These are for your convenience so that you do not have to fill in your details again when you leave another comment. These cookies will last for one year.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>If you visit our login page, we will set a temporary cookie to determine if your browser accepts cookies. This cookie contains no personal data and is discarded when you close your browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When you log in, we will also set up several cookies to save your login information and your screen display choices. Login cookies last for two days, and screen options cookies last for a year. If you select \"Remember Me\", your login will persist for two weeks. If you log out of your account, the login cookies will be removed.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>If you edit or publish an article, an additional cookie will be saved in your browser. This cookie includes no personal data and simply indicates the post ID of the article you just edited. It expires after 1 day.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Embedded content from other websites</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Articles on this site may include embedded content (e.g. videos, images, articles, etc.). Embedded content from other websites behaves in the exact same way as if the visitor has visited the other website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>These websites may collect data about you, use cookies, embed additional third-party tracking, and monitor your interaction with that embedded content, including tracking your interaction with the embedded content if you have an account and are logged in to that website.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Who we share your data with</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you request a password reset, your IP address will be included in the reset email.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">How long we retain your data</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you leave a comment, the comment and its metadata are retained indefinitely. This is so we can recognize and approve any follow-up comments automatically instead of holding them in a moderation queue.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>For users that register on our website (if any), we also store the personal information they provide in their user profile. All users can see, edit, or delete their personal information at any time (except they cannot change their username). Website administrators can also see and edit that information.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">What rights you have over your data</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>If you have an account on this site, or have left comments, you can request to receive an exported file of the personal data we hold about you, including any data you have provided to us. You can also request that we erase any personal data we hold about you. This does not include any data we are obliged to keep for administrative, legal, or security purposes.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Where your data is sent</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Visitor comments may be checked through an automated spam detection service.</p>\n<!-- /wp:paragraph -->','Privacy Policy','','inherit','closed','closed','','3-revision-v1','','','2024-03-02 02:01:32','2024-03-02 08:01:32','',3,'https://wp.johnturman.net/?p=411',0,'revision','',0),(412,1,'2024-03-02 02:04:08','2024-03-02 08:04:08','<!-- wp:navigation-link {\"label\":\"About\",\"type\":\"page\",\"id\":60,\"url\":\"https://wp.johnturman.net/about/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"AI Chat\",\"type\":\"category\",\"id\":5,\"url\":\"https://wp.johnturman.net/category/ai-chat/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"AI Images\",\"type\":\"page\",\"id\":243,\"url\":\"https://wp.johnturman.net/ai-images/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"url\":\"https://johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 18','','inherit','closed','closed','','407-revision-v1','','','2024-03-02 02:04:08','2024-03-02 08:04:08','',407,'https://wp.johnturman.net/?p=412',0,'revision','',0),(413,2,'2024-07-12 07:54:18','2024-07-12 12:54:18','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br />','are you familiar with the markdown-it library?','','trash','open','open','','__trashed-15','','','2024-07-12 07:54:18','2024-07-12 12:54:18','',0,'https://wp.johnturman.net/?p=413',0,'post','',0),(414,1,'2024-03-03 00:57:04','2024-03-03 06:57:04','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br /><div class=\"chat-message\"><strong>John:</strong> Show me a simple example in Angular.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Integrating markdown-it with an Angular application involves a few steps. You'll need to install markdown-it, set it up in your Angular component, and use it to render Markdown content as HTML. Below is a simplified example to guide you through this process.<br><br>### Step 1: Install markdown-it<br><br>First, you need to add markdown-it to your project. Open your terminal, navigate to your project's root, and run:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>### Step 2: Update Your Angular Component<br><br>In this step, you'll import markdown-it into your Angular component, initialize it, and use it to convert Markdown content into HTML.<br><br>#### Create or Update an Angular Component<br><br>For demonstration purposes, let's assume you're working with a component named `MarkdownRendererComponent`. You'll use markdown-it within this component to render some Markdown content.<br><br>##### markdown-renderer.component.ts<br><br><div class=\"code-block typescript\"><pre><code>import { Component, OnInit } from '@angular/core';<br>import MarkdownIt from 'markdown-it';<br><br>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>In this component:<br>- We import `MarkdownIt` from 'markdown-it'.<br>- `markdown` variable contains a sample Markdown string to be rendered.<br>- We use `md.render(this.markdown)` to convert our Markdown content to HTML, which we then bind to `htmlContent`.<br><br>##### markdown-renderer.component.html<br><br>Now, let's create or update the HTML template to display the rendered HTML content safely.<br><br><div class=\"code-block html\"><pre><code><div [innerHTML]="htmlContent"></div><br></code></pre></div>Here, we use Angular's `[innerHTML]` binding to inject our rendered HTML content into the template. This is a basic example; remember to sanitize your HTML content to prevent XSS vulnerabilities if you're rendering user-provided content.<br><br>### Step 3: Add Your Component to a Module<br><br>Ensure your new component is declared in an Angular module (e.g., `AppModule`), so Angular knows about it.<br><br>##### app.module.ts (simplified)<br><br><div class=\"code-block typescript\"><pre><code>import { BrowserModule } from '@angular/platform-browser';<br>import { NgModule } from '@angular/core';<br><br>import { AppComponent } from './app.component';<br>import { MarkdownRendererComponent } from './markdown-renderer/markdown-renderer.component';<br><br>@NgModule({<br> declarations: [<br> AppComponent,<br> MarkdownRendererComponent<br> ],<br> imports: [<br> BrowserModule<br> ],<br> providers: [],<br> bootstrap: [AppComponent]<br>})<br>export class AppModule { }<br></code></pre></div>### Step 4: Run Your Angular Application<br><br>Make sure everything is set up correctly, and then run your Angular application:<br><br><div class=\"code-block bash\"><pre><code>ng serve<br></code></pre></div>Navigate to the component's location in your application to see the Markdown rendered as HTML.<br><br>This is a simplified example to get you started with markdown-it in Angular. Depending on your requirements, you might want to extend this with additional features such as live Markdown editing, using markdown-it plugins, or properly sanitizing the HTML content.</div><br />','Are you familiar with the markdown-it library?','','publish','open','open','','are-you-familiar-with-the-markdown-it-library','','','2024-07-23 18:57:21','2024-07-23 23:57:21','',0,'https://wp.johnturman.net/?p=414',0,'post','',0),(416,1,'2024-03-03 00:57:04','2024-03-03 06:57:04','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br /><div class=\"chat-message\"><strong>John:</strong> Show me a simple example in Angular.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Integrating markdown-it with an Angular application involves a few steps. You'll need to install markdown-it, set it up in your Angular component, and use it to render Markdown content as HTML. Below is a simplified example to guide you through this process.<br><br>### Step 1: Install markdown-it<br><br>First, you need to add markdown-it to your project. Open your terminal, navigate to your project's root, and run:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>### Step 2: Update Your Angular Component<br><br>In this step, you'll import markdown-it into your Angular component, initialize it, and use it to convert Markdown content into HTML.<br><br>#### Create or Update an Angular Component<br><br>For demonstration purposes, let's assume you're working with a component named `MarkdownRendererComponent`. You'll use markdown-it within this component to render some Markdown content.<br><br>##### markdown-renderer.component.ts<br><br><div class=\"code-block typescript\"><pre><code>import { Component, OnInit } from '@angular/core';<br>import MarkdownIt from 'markdown-it';<br><br>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>In this component:<br>- We import `MarkdownIt` from 'markdown-it'.<br>- `markdown` variable contains a sample Markdown string to be rendered.<br>- We use `md.render(this.markdown)` to convert our Markdown content to HTML, which we then bind to `htmlContent`.<br><br>##### markdown-renderer.component.html<br><br>Now, let's create or update the HTML template to display the rendered HTML content safely.<br><br><div class=\"code-block html\"><pre><code><div [innerHTML]="htmlContent"></div><br></code></pre></div>Here, we use Angular's `[innerHTML]` binding to inject our rendered HTML content into the template. This is a basic example; remember to sanitize your HTML content to prevent XSS vulnerabilities if you're rendering user-provided content.<br><br>### Step 3: Add Your Component to a Module<br><br>Ensure your new component is declared in an Angular module (e.g., `AppModule`), so Angular knows about it.<br><br>##### app.module.ts (simplified)<br><br><div class=\"code-block typescript\"><pre><code>import { BrowserModule } from '@angular/platform-browser';<br>import { NgModule } from '@angular/core';<br><br>import { AppComponent } from './app.component';<br>import { MarkdownRendererComponent } from './markdown-renderer/markdown-renderer.component';<br><br>@NgModule({<br> declarations: [<br> AppComponent,<br> MarkdownRendererComponent<br> ],<br> imports: [<br> BrowserModule<br> ],<br> providers: [],<br> bootstrap: [AppComponent]<br>})<br>export class AppModule { }<br></code></pre></div>### Step 4: Run Your Angular Application<br><br>Make sure everything is set up correctly, and then run your Angular application:<br><br><div class=\"code-block bash\"><pre><code>ng serve<br></code></pre></div>Navigate to the component's location in your application to see the Markdown rendered as HTML.<br><br>This is a simplified example to get you started with markdown-it in Angular. Depending on your requirements, you might want to extend this with additional features such as live Markdown editing, using markdown-it plugins, or properly sanitizing the HTML content.</div><br />','Are you familiar with the markdown-it library?','','inherit','closed','closed','','414-revision-v1','','','2024-03-03 00:57:04','2024-03-03 06:57:04','',414,'https://wp.johnturman.net/?p=416',0,'revision','',0),(417,1,'2024-04-18 20:50:55','2024-04-19 01:50:55','<!-- wp:quote -->\n<blockquote class=\"wp-block-quote\"><!-- wp:paragraph -->\n<p>\"A flower falls, even though we love it; and a weed grows, even though we do not love it.\" - Dōgen (1200–1253)</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Dōgen was a Japanese Zen Buddhist teacher born in Kyoto, and the founder of the Sōtō school of Zen in Japan after traveling to China to study Zen Buddhism. He is known for his extensive writing, including the Treasury of the Eye of the True Dharma (Shōbōgenzō), a monumental collection of essays on Zen practice and enlightenment.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>This quote embodies the Buddhist teaching of impermanence (anicca), which suggests that all conditioned things, whether we perceive them as good or bad, are transient and subject to change. It emphasizes the need to accept the natural course of life without attachment or aversion.</p>\n<!-- /wp:paragraph --></blockquote>\n<!-- /wp:quote -->','A Flower Falls','','publish','open','open','','a-flower-falls','','','2024-07-23 18:56:45','2024-07-23 23:56:45','',0,'https://wp.johnturman.net/?p=417',0,'post','',0),(418,1,'2024-03-03 11:15:31','2024-03-03 17:15:31','<!-- wp:quote -->\n<blockquote class=\"wp-block-quote\"><!-- wp:paragraph -->\n<p>\"A flower falls, even though we love it; and a weed grows, even though we do not love it.\" - Dōgen (1200–1253)</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Dōgen was a Japanese Zen Buddhist teacher born in Kyoto, and the founder of the Sōtō school of Zen in Japan after traveling to China to study Zen Buddhism. He is known for his extensive writing, including the Treasury of the Eye of the True Dharma (Shōbōgenzō), a monumental collection of essays on Zen practice and enlightenment.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>This quote embodies the Buddhist teaching of impermanence (anicca), which suggests that all conditioned things, whether we perceive them as good or bad, are transient and subject to change. It emphasizes the need to accept the natural course of life without attachment or aversion.</p>\n<!-- /wp:paragraph --></blockquote>\n<!-- /wp:quote -->','A Flower Falls','','inherit','closed','closed','','417-revision-v1','','','2024-03-03 11:15:31','2024-03-03 17:15:31','',417,'https://wp.johnturman.net/?p=418',0,'revision','',0),(419,1,'2024-03-03 11:18:02','2024-03-03 17:18:02','<div class=\"chat-message\"><strong>John:</strong> write a python function which adds an image to a wordpress media library using the rest api.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To add an image to a WordPress media library using the REST API, you must handle several steps including authentication and file upload. Below is an example of a Python function that does this. This example requires the `requests` library for handling HTTP requests, so make sure you have it installed in your environment (`pip install requests`).<br><br>**Pre-requisites:**<br>- WordPress site with REST API enabled.<br>- Authentication credentials; for this example, we'll use Basic Auth for simplicity, but it's recommended to use OAuth for production environments due to better security. To use Basic Auth, you will need to install and activate a plugin that enables Basic Authentication or have it enabled via custom code in your WordPress installation.<br>- Install the necessary plugin or ensure your WordPress installation allows Basic Authentication for REST API requests.<br>- Ensure you have the correct permissions to upload files.<br><br>**Python Function Example:**<br><br><div class=\"code-block python\"><pre><code>import requests<br>from requests.auth import HTTPBasicAuth<br><br>def add_image_to_wordpress(image_path, name, site_url, username, password):<br> """<br> Adds an image to the WordPress media library.<br> <br> Parameters:<br> - image_path: Path to the image on the local system.<br> - name: Desired name for the image in the media library.<br> - site_url: URL of the WordPress site.<br> - username: WordPress username with permissions to upload files.<br> - password: WordPress password for the given username.<br> """<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> # WordPress expects the file in bits, so we use 'Content-Disposition' to handle it<br> 'Content-Disposition': f'attachment; filename={name}',<br> # Authorization will be handled via HTTPBasicAuth<br> 'Authorization': 'Basic <YourEncodedCredentialsHere>'<br> }<br> <br> # It's recommended to use with statement for opening files as it handles closing the file properly<br> with open(image_path, 'rb') as img:<br> # You can directly read and use the img file in the data parameter thanks to the 'rb' mode<br> files = {'file': img}<br> response = requests.post(<br> media_url, <br> headers=headers, <br> files=files, <br> auth=HTTPBasicAuth(username, password)<br> )<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json() # You can return the response from WordPress upon successful upload<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>image_path = "path/to/your/image.jpg"<br>name = "test-image.jpg"<br>site_url = "https://yourwordpresssite.com"<br>username = "yourusername"<br>password = "yourpassword"<br><br>add_image_to_wordpress(image_path, name, site_url, username, password)<br></code></pre></div>**Important Notes:**<br><br>1. **Security:** Ensure your WordPress permissions and authentication mechanism are securely set up. Basic Auth sends credentials in clear text, which can be insecure if not used over HTTPS. Consider using OAuth for a production environment.<br>2. **Library Installation:** This example requires the `requests` library. Ensure you have it installed in your environment.<br>3. **Error Handling:** This function prints a simple message in case of failure and returns `None`. Depending on your use case, you might want to add more sophisticated error handling.<br>4. Replace placeholders like `path/to/your/image.jpg`, `https://yourwordpresssite.com`, etc., with actual values applicable to your case.</div><br /><div class=\"chat-message\"><strong>John:</strong> is basic auth enabled by default in wordpress? How can I tell?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> No, Basic Authentication is not enabled by default in WordPress. Basic Authentication is a method for an HTTP user agent (e.g., a web browser) to provide a user name and password when making a request. While it is simple to implement, it is considered insecure over plain HTTP connections because it transmits the username and password in clear text. However, it can be acceptable for development or if used over secure HTTP connections (HTTPS).<br><br>To enable Basic Authentication for the WordPress REST API for development purposes or securely over HTTPS, you typically need to use a plugin or add custom code to your `.htaccess` file or `functions.php` file if you're developing a theme or plugin. There are several plugins available for enabling Basic Authentication, and the method you choose may depend on your specific requirements and environment.<br><br>**How to Tell if Basic Authentication is Enabled:**<br><br>The simplest way to test if Basic Authentication is enabled on your WordPress site is by making a test API request with Basic Auth credentials. You can use a tool like `curl`, Postman, or write a simple script in a language like Python to make a request to a WordPress REST API endpoint that requires authentication, such as fetching or updating user details, and include the Basic Authorization header.<br><br>Here is an example using `curl`:<br><div class=\"code-block sh\"><pre><code>curl -u "username:password" https://yourwordpresssite.com/wp-json/wp/v2/users/me<br></code></pre></div>Replace `"username:password"` with your WordPress admin username and password, and adjust the URL to your site. If Basic Auth is enabled and working, you should get a JSON response with user data. If it's not enabled, you might get a response like `{"code":"rest_not_logged_in","message":"You are not currently logged in.","data":{"status":401}}` or another error message indicating that authentication has failed.<br><br>**Enabling Basic Authentication:**<br><br>1. **With a Plugin:** There are plugins available that enable Basic Authentication. One widely used plugin for development purposes is the Application Passwords feature that now comes built into WordPress as of version 5.6. It allows REST API requests to be authenticated using an 'Application Password' in the Basic Auth header, offering more security than using the main account password.<br><br>2. **Through Custom Code:** This approach involves modifying your WordPress installation's `.htaccess` file (on Apache servers) or configuration (on Nginx servers) and potentially adding custom code to your theme's `functions.php` file. This method is more complex and is recommended only for advanced users or developers who understand the security implications.<br><br>Remember, if you enable Basic Authentication, especially on a live site, ensure that your site is served over HTTPS to encrypt the credentials. For production environments, consider using OAuth or other more secure authentication methods provided by WordPress plugins or custom implementations tailored to your security requirements.</div><br /><div class=\"chat-message\"><strong>John:</strong> show me an example using an auth token instead of basic auth.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Using an authentication token, specifically a JWT (JSON Web Token), is a more secure way to authenticate to the WordPress REST API compared to Basic Authentication, particularly for production environments. This method involves using a plugin or custom code in WordPress that generates JWTs for authentication. A commonly used plugin for this purpose is "JWT Authentication for WP REST API" or similar.<br><br>To proceed with this method, first ensure that you have a plugin or custom implementation in place in your WordPress installation that supports JWT authentication.<br><br>### Steps to Use JWT Authentication:<br>1. **Install and Activate a JWT Plugin**: Start by installing a JWT authentication plugin like "JWT Authentication for WP REST API".<br>2. **Configuration**: Follow the plugin's documentation for any needed configuration steps, which may involve editing your `.htaccess` file or the `wp-config.php` file to enable HTTP Authorization.<br>3. **Obtain a Token**: Authenticate with your username and password to obtain a JWT. This typically involves sending a POST request to a specific endpoint provided by the plugin.<br><br>### Example Python Function Using JWT:<br><br>Assuming you've set up JWT authentication and have an endpoint to obtain the token, the example below first obtains the token and then uses it to add an image to the WordPress media library.<br><br>First, ensure you have the `requests` library installed (`pip install requests`).<br><br><div class=\"code-block python\"><pre><code>import requests<br><br>def get_jwt_token(username, password, token_url):<br> """Authenticate and get JWT token"""<br> response = requests.post(token_url, data={'username': username, 'password': password})<br> if response.status_code == 200:<br> return response.json().get('token')<br> else:<br> print("Failed to obtain JWT token")<br> return None<br><br>def add_image_to_wordpress_with_jwt(image_path, name, site_url, token):<br> """Add an image to the WordPress media library using JWT authentication"""<br> media_url = f"{site_url}/wp-json/wp/v2/media"<br> headers = {<br> 'Content-Disposition': f'attachment; filename={name}',<br> 'Authorization': f'Bearer {token}'<br> }<br> <br> with open(image_path, 'rb') as img:<br> files = {'file': img}<br> response = requests.post(media_url, headers=headers, files=files)<br> <br> if response.status_code == 201:<br> print("Image uploaded successfully!")<br> return response.json()<br> else:<br> print(f"Failed to upload image. Status code: {response.status_code}")<br> return None<br><br># Example usage<br>username = 'your_username'<br>password = 'your_password'<br>site_url = 'https://yourwordpresssite.com'<br>token_url = f'{site_url}/wp-json/jwt-auth/v1/token' # Check the exact URL based on the JWT plugin documentation<br><br>token = get_jwt_token(username, password, token_url)<br>if token:<br> image_path = "path/to/your/image.jpg"<br> name = "test-image.jpg"<br> add_image_to_wordpress_with_jwt(image_path, name, site_url, token)<br></code></pre></div>### Important Notes:<br>- **Plugin Installation and Configuration**: The installation and configuration of the JWT plugin, including permalinks settings and `.htaccess` or `wp-config.php` configurations, are crucial steps. Refer to the specific plugin's documentation for detailed instructions.<br>- **Security**: Always use HTTPS to protect the tokens and user credentials in transit.<br>- **Usage Limits and Permissions**: Ensure the WordPress user whose credentials are used has the necessary permissions to upload media items and that your server is configured to accept the file sizes and types you intend to upload.<br><br>This example illustrates a basic implementation and may need adjustments based on the specific plugin or JWT implementation you're using.</div><br /><div class=\"chat-message\"><strong>John:</strong> in python, if I have a list of strings, how do I get the last entry?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In Python, to get the last entry of a list, you can use negative indexing. For a list `my_list`, `my_list[-1]` will return the last element. Here's a quick example:<br><br><div class=\"code-block python\"><pre><code>my_list = ['apple', 'banana', 'cherry']<br>last_entry = my_list[-1]<br>print(last_entry)<br></code></pre></div>This will output:<br><div class=\"code-block\"><pre><code><br>cherry<br></code></pre></div>Negative indexing starts from `-1` for the last item, `-2` for the second-to-last item, and so on, up to `-n` for the first item, where `n` is the number of items in the list.</div><br /><div class=\"chat-message\"><strong>John:</strong> If I want to get the token when the fastapi app starts up, where can I do that? In the constructor?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In a FastAPI application, you might want to perform initialization tasks (such as obtaining an authentication token) when the application starts up, rather than within endpoint functions or a class constructor that might be part of your application's logic. FastAPI provides event handlers for running code before the application starts up or after it shuts down, which is a proper place for such initialization tasks.<br><br>You can use the `@app.on_event("startup")` decorator to run a function when the application starts. This approach is useful for initialization tasks like obtaining a token that your application will use for its runtime.<br><br>Here's an example of how you can do it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>app = FastAPI()<br><br>def get_auth_token():<br> # Your code to get the auth token<br> # Example:<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> token = response.json().get("access_token")<br> return token<br><br>@app.on_event("startup")<br>async def startup_event():<br> global auth_token # Declare the token as a global variable if it needs to be accessed globally<br> auth_token = get_auth_token()<br> # Proceed to use auth_token as needed throughout your application<br><br>@app.get("/")<br>async def main():<br> # Example usage of the global variable auth_token within an endpoint<br> return {"token": auth_token}<br></code></pre></div>In this example, when the FastAPI application starts, it executes the `startup_event` function that fetches an authentication token and stores it in a global variable named `auth_token`. This `auth_token` can then be used throughout the application, for example, in your endpoint functions.<br><br>Keep in mind using global variables to store such information can work for simple cases, but for more complex applications or high-security concerns, consider using dependency injection patterns provided by FastAPI or adapting your architecture to use more secure and scalable ways to manage and access authentication tokens and other sensitive information. <br><br>Also, be aware that storing sensitive information in global variables should be done cautiously and consider security implications, especially if your application might scale horizontally (across multiple processes or servers).</div><br /><div class=\"chat-message\"><strong>John:</strong> why not store the token as a class member of the app?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Storing the token as a class member of your FastAPI application could indeed be a cleaner, more organized, and object-oriented approach, especially for larger applications where you want to encapsulate functionality and maintain a clear structure. FastAPI itself is built on top of Starlette, which means it does not directly offer an interface for defining your application as a class, but you can certainly structure your internal application components in an object-oriented way.<br><br>For tasks like managing authentication tokens or other stateful components, creating a dedicated class (or a set of classes) to encapsulate this functionality makes your application more modular, maintainable, and testable. Here’s how you might approach it:<br><br><div class=\"code-block python\"><pre><code>from fastapi import FastAPI<br>import requests<br><br>class MyApp:<br> def __init__(self):<br> self.token = None<br> <br> def get_auth_token(self):<br> # Simulate obtaining a token<br> token_url = "https://example.com/api/token"<br> response = requests.post(token_url, data={"username": "user", "password": "pass"})<br> self.token = response.json().get("access_token")<br> <br> def startup(self):<br> self.get_auth_token()<br> # Any other startup tasks<br><br>app_instance = MyApp()<br><br>app = FastAPI()<br><br>@app.on_event("startup")<br>async def startup_event():<br> app_instance.startup()<br><br>@app.get("/")<br>async def main():<br> # Use the token stored in the MyApp instance<br> return {"token": app_instance.token}<br></code></pre></div>In this example:<br>- The `MyApp` class encapsulates application logic, including token management.<br>- Upon FastAPI startup, the `startup_event` function triggers initialization within `MyApp`, including fetching the authentication token.<br>- Endpoints (such as the `/` route) access the `token` through the `app_instance` object.<br><br>**Benefits**:<br>- **Encapsulation**: By encapsulating token retrieval and other functionalities within a class, you adhere to the object-oriented principle of encapsulation, keeping the internal representation hidden from outside usage.<br>- **Maintainability**: This structure makes your application more maintainable, as related functionalities are grouped within a class, making the codebase easier to navigate and refactor.<br>- **Testability**: Testing becomes more straightforward, as you can create instances of your classes with mock data/behaviors for unit tests.<br><br>**Considerations**:<br>- **Concurrency and State Management**: Be mindful of concurrency issues if your application might modify shared state (like an authentication token) in a multi-threaded or multi-worker setting. You might need to implement additional logic to handle token refreshes safely or use asynchronous code to manage state changes.<br>- **Scaling**: As your application grows, you might consider breaking it down into smaller services (microservices) or modules, each responsible for its part of the application logic, such as authentication, business logic, database interactions, etc.<br><br>Using a class-based approach fits well with Python's object-oriented programming capabilities and FastAPI's flexibility, allowing for a clean and modular design that scales with the complexity of your applications.</div><br />','Write a python function that adds an image to a wordpress media library using the rest api.','','inherit','closed','closed','','375-revision-v1','','','2024-03-03 11:18:02','2024-03-03 17:18:02','',375,'https://wp.johnturman.net/?p=419',0,'revision','',0),(420,2,'2024-07-12 07:52:17','2024-07-12 12:52:17','<div class=\"chat-message\"><strong>John:</strong> what is the allowSyntheticDefaultImports in angular?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In the context of Angular development, or TypeScript-based projects in general, the `allowSyntheticDefaultImports` option within a TypeScript configuration file (`tsconfig.json`) is crucial for controlling how module imports are handled, particularly in relation to allowing default imports from modules that do not explicitly export a default member. This setting does not directly alter the emitted JavaScript code but impacts type checking and how TypeScript interprets the import statements.<br><br>### What does `allowSyntheticDefaultImports` do?<br><br>When you set `allowSyntheticDefaultImports` to `true`, it allows you to use a default import syntax from modules that don’t have a default export. This is particularly useful when working with modules written in CommonJS style, where a module might export an object or a function directly rather than using the ES Module `export default` syntax. <br><br>### Example without `allowSyntheticDefaultImports`:<br><br>Consider a CommonJS module `someLibrary.js` that does not use ES Module syntax and exports an object.<br><br><div class=\"code-block javascript\"><pre><code>// someLibrary.js<br>module.exports = {<br> someFunction: function() {<br> // Some functionality<br> }<br>};<br></code></pre></div>In a TypeScript file, without `allowSyntheticDefaultImports` set to `true`, importing the above using default import syntax like:<br><br><div class=\"code-block typescript\"><pre><code>import SomeLibrary from './someLibrary';<br></code></pre></div>would result in a compilation error, because the module does not explicitly export a `default` member.<br><br>### Example with `allowSyntheticDefaultImports` set to `true`:<br><br>If `allowSyntheticDefaultImports` is enabled, the TypeScript compiler allows the above import statement, even though the module does not explicitly define a default export. TypeScript understands this import as a syntactic sugar and treats the entire module export as the default export.<br><br>### Configuration:<br><br>In your `tsconfig.json`, you can set it like this:<br><br><div class=\"code-block json\"><pre><code>{<br> "compilerOptions": {<br> "allowSyntheticDefaultImports": true<br> // other options...<br> }<br>}<br></code></pre></div>### Why is it useful in Angular?<br><br>Angular applications are developed using TypeScript and often rely on numerous third-party modules, some of which are not written as ES modules but still widely used. Setting `allowSyntheticDefaultImports` to `true` helps smooth out module importation discrepancies, allowing developers to use a consistent import syntax across the application. It helps when interfacing with libraries that are not fully compatible with ES6/ES2015 module standards, essentially providing more flexibility and reducing potential headaches with module imports.<br><br>In summary, `allowSyntheticDefaultImports` offers a way to write import statements in a more uniform and cleaner manner, especially when working with a mix of ES modules and CommonJS/AMD-style modules, by allowing default imports from any module.</div><br />','what is the allowSyntheticDefaultImports in angular?','','trash','open','open','','__trashed-11','','','2024-07-12 07:52:17','2024-07-12 12:52:17','',0,'https://wp.johnturman.net/?p=420',0,'post','',0),(421,2,'2024-07-12 07:52:50','2024-07-12 12:52:50','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br /><div class=\"chat-message\"><strong>John:</strong> Show me a simple example in Angular.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Integrating markdown-it with an Angular application involves a few steps. You'll need to install markdown-it, set it up in your Angular component, and use it to render Markdown content as HTML. Below is a simplified example to guide you through this process.<br><br>### Step 1: Install markdown-it<br><br>First, you need to add markdown-it to your project. Open your terminal, navigate to your project's root, and run:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>### Step 2: Update Your Angular Component<br><br>In this step, you'll import markdown-it into your Angular component, initialize it, and use it to convert Markdown content into HTML.<br><br>#### Create or Update an Angular Component<br><br>For demonstration purposes, let's assume you're working with a component named `MarkdownRendererComponent`. You'll use markdown-it within this component to render some Markdown content.<br><br>##### markdown-renderer.component.ts<br><br><div class=\"code-block typescript\"><pre><code>import { Component, OnInit } from '@angular/core';<br>import MarkdownIt from 'markdown-it';<br><br>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>In this component:<br>- We import `MarkdownIt` from 'markdown-it'.<br>- `markdown` variable contains a sample Markdown string to be rendered.<br>- We use `md.render(this.markdown)` to convert our Markdown content to HTML, which we then bind to `htmlContent`.<br><br>##### markdown-renderer.component.html<br><br>Now, let's create or update the HTML template to display the rendered HTML content safely.<br><br><div class=\"code-block html\"><pre><code><div [innerHTML]="htmlContent"></div><br></code></pre></div>Here, we use Angular's `[innerHTML]` binding to inject our rendered HTML content into the template. This is a basic example; remember to sanitize your HTML content to prevent XSS vulnerabilities if you're rendering user-provided content.<br><br>### Step 3: Add Your Component to a Module<br><br>Ensure your new component is declared in an Angular module (e.g., `AppModule`), so Angular knows about it.<br><br>##### app.module.ts (simplified)<br><br><div class=\"code-block typescript\"><pre><code>import { BrowserModule } from '@angular/platform-browser';<br>import { NgModule } from '@angular/core';<br><br>import { AppComponent } from './app.component';<br>import { MarkdownRendererComponent } from './markdown-renderer/markdown-renderer.component';<br><br>@NgModule({<br> declarations: [<br> AppComponent,<br> MarkdownRendererComponent<br> ],<br> imports: [<br> BrowserModule<br> ],<br> providers: [],<br> bootstrap: [AppComponent]<br>})<br>export class AppModule { }<br></code></pre></div>### Step 4: Run Your Angular Application<br><br>Make sure everything is set up correctly, and then run your Angular application:<br><br><div class=\"code-block bash\"><pre><code>ng serve<br></code></pre></div>Navigate to the component's location in your application to see the Markdown rendered as HTML.<br><br>This is a simplified example to get you started with markdown-it in Angular. Depending on your requirements, you might want to extend this with additional features such as live Markdown editing, using markdown-it plugins, or properly sanitizing the HTML content.</div><br /><div class=\"chat-message\"><strong>John:</strong> I\'m having trouble with the constructor for creating a new Markdown. Double check the import for markdown and also how it is created.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> If you're encountering issues with the constructor for creating a new MarkdownIt instance, it's possible there may have been a misunderstanding in how markdown-it is imported and used within an Angular (or generally, a TypeScript) environment. Let's clarify and correct that.<br><br>The issue could stem from a default import not behaving as expected, especially if the TypeScript compiler settings or the module resolution method differ from the expected setup. <br><br>### Correcting the Import and Instance Creation<br><br>First, ensure you have markdown-it installed:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>Then, try adjusting your import statement like this in your Angular component:<br><br>#### Adjusted Import:<br><br><div class=\"code-block typescript\"><pre><code>import * as MarkdownIt from 'markdown-it';<br></code></pre></div>Or, for certain setups, the following might be more appropriate:<br><br><div class=\"code-block typescript\"><pre><code>import MarkdownIt from 'markdown-it';<br></code></pre></div>### Usage in Component:<br><br>Now, when creating an instance of `MarkdownIt`, you should be able to do so without issues:<br><br><div class=\"code-block typescript\"><pre><code>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> // Corrected instance creation<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>### Explanation:<br><br>- The difference in import statements (`import * as MarkdownIt from 'markdown-it';` vs. `import MarkdownIt from 'markdown-it';`) largely depends on the TypeScript configuration (`tsconfig.json`) and how the module resolution is managed within your project or a specific version of the markdown-it typings.<br>- Using `import * as MarkdownIt from 'markdown-it';` treats the module as a namespace, which fits scenarios where the library might not have a default export according to the TypeScript compiler.<br>- `import MarkdownIt from 'markdown-it';` is attempting to import a default export. This syntax expects the `markdown-it` module to have a default export.<br><br>If you consistently face issues, verify your TypeScript settings and the version of the markdown-it library. It might also be beneficial to check if there's an update or a need to adjust your project's module resolution settings in `tsconfig.json`.<br><br>Remember, you can also consult the documentation or seek the latest usage guides for `markdown-it` as libraries and language specifications evolve.</div><br /><div class=\"chat-message\"><strong>John:</strong> what\'s the difference between tsconfig.app.json and tsconfig.json?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In a TypeScript-based project like an Angular application, you might come across multiple `tsconfig` files, including `tsconfig.json` and `tsconfig.app.json` among others. Each of these files serves a different purpose, and understanding their roles can help you better manage your project's TypeScript configuration.<br><br>### `tsconfig.json`<br><br>This is the base TypeScript configuration file for the project. It's the root configuration file that contains common compiler options and project settings. Other `tsconfig` files in the project can inherit from this base configuration and override specific settings for different contexts or parts of the application.<br><br>Key aspects of `tsconfig.json` include:<br><br>- **Compiler options**: Settings that tell the TypeScript compiler how to compile the TypeScript code. This includes settings for the target JavaScript version, module system, strict type-checking options, etc.<br>- **include/exclude**: Specifies which files are included or excluded from the compilation.<br>- **paths**: Define paths aliases that can be used for import statements in your TypeScript files.<br><br>This file is generally placed at the root of your project, signaling that it's a TypeScript project and providing the base configuration.<br><br>### `tsconfig.app.json`<br><br>This file extends the base `tsconfig.json` configuration and is specifically tailored for the Angular application's source code. It usually contains settings and overrides that apply when building the application itself, excluding test files or other types of assets.<br><br>Important aspects of `tsconfig.app.json` include:<br><br>- **Extends**: It often starts with the `"extends"` property that points to the base `tsconfig.json`, indicating that it inherits settings from the base configuration.<br>- **Compiler options**: Might override compiler options from the base for the specific needs of the application's source code. For example, it might specify a different `module` or `target` setting.<br>- **Files, include, and exclude**: Specifies which files are to be included in the compilation specifically for the app build. For example, test files (`*.spec.ts`) are typically excluded here, as they are not part of the application build process.<br><br>The structure allows for modular and context-specific configurations (e.g., for the main app, tests, or end-to-end tests) without duplicating common settings. This design keeps configurations DRY (Don't Repeat Yourself) and easier to manage.<br><br>### Summary<br><br>- **`tsconfig.json`**: The base TypeScript configuration for the project. Defines common compiler options and settings.<br>- **`tsconfig.app.json`**: A specific configuration for the Angular application build. Inherits from `tsconfig.json` and can override settings or specify additional configurations for compiling the application source code.<br><br>This setup is particularly common in Angular projects generated via the Angular CLI, where you might also see other `tsconfig` variants like `tsconfig.spec.json` for unit test compilation settings, and possibly others for different parts of your project.</div><br />','are you familiar with the markdown-it library?','','trash','open','open','','__trashed-14','','','2024-07-12 07:52:50','2024-07-12 12:52:50','',0,'https://wp.johnturman.net/?p=421',0,'post','',0),(425,1,'2024-03-04 19:03:35','2024-03-05 01:03:35','{\"styles\":{\"css\":\".human-label {\\n color: #90caf9;\\n}\\n\\n.ai-label {\\n color:#ce93d8;\\n}\\n\\n.chat-message pre {\\n border: 1px solid gray !important;\\n padding: 10px;\\n overflow-x:scroll;\\n}\\n\"},\"settings\":{\"color\":{\"duotone\":{\"theme\":[{\"colors\":[\"#272727\",\"#f9f9f9\"],\"slug\":\"duotone-1\",\"name\":\"Dark 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gray\"},{\"slug\":\"gradient-5\",\"gradient\":\"linear-gradient(to bottom, #4F5959 0%, #272727 100%)\",\"name\":\"Vertical soft steel to dark gray\"},{\"slug\":\"gradient-6\",\"gradient\":\"linear-gradient(to bottom, #909090 0%, #272727 100%)\",\"name\":\"Vertical soft pewter to dark gray\"},{\"slug\":\"gradient-7\",\"gradient\":\"linear-gradient(to bottom, #5F584F 50%, #272727 50%)\",\"name\":\"Vertical hard beige to dark gray\"},{\"slug\":\"gradient-8\",\"gradient\":\"linear-gradient(to bottom, #6D533C 50%, #272727 50%)\",\"name\":\"Vertical hard walnut to dark gray\"},{\"slug\":\"gradient-9\",\"gradient\":\"linear-gradient(to bottom, #973C20 50%, #272727 50%)\",\"name\":\"Vertical hard cinnamon to dark gray\"},{\"slug\":\"gradient-10\",\"gradient\":\"linear-gradient(to bottom, #4D5B48 50%, #272727 50%)\",\"name\":\"Vertical hard olive to dark gray\"},{\"slug\":\"gradient-11\",\"gradient\":\"linear-gradient(to bottom, #4F5959 50%, #272727 50%)\",\"name\":\"Vertical hard steel to dark 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Styles','','inherit','closed','closed','','9-revision-v1','','','2024-03-04 19:03:35','2024-03-05 01:03:35','',9,'https://wp.johnturman.net/?p=425',0,'revision','',0),(426,1,'2024-06-05 08:40:50','2024-06-05 13:40:50','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write a simple bullet list.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <ul>\n<li>Wake up at 6:30 a.m.</li>\n<li>Exercise for 30 minutes</li>\n<li>Take a shower</li>\n<li>Eat breakfast</li>\n<li>Review the day\'s schedule</li>\n<li>Start work at 8:00 a.m.</li>\n<li>Lunch break at 12:00 p.m.</li>\n<li>Resume work at 1:00 p.m.</li>\n<li>Finish work at 5:00 p.m.</li>\n<li>Prepare dinner</li>\n<li>Eat dinner</li>\n<li>Relax with family</li>\n<li>Go to bed at 10:00 p.m.</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Redo with fewer items, but show some nesting of items.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <ul>\n<li>Morning Routine\n<ul>\n<li>Wake up at 6:30 a.m.</li>\n<li>Exercise for 30 minutes</li>\n<li>Breakfast</li>\n</ul>\n</li>\n<li>Workday\n<ul>\n<li>Start work at 8:00 a.m.</li>\n<li>Lunch break at 12:00 p.m.</li>\n<li>Finish work at 5:00 p.m.</li>\n</ul>\n</li>\n<li>Evening Routine\n<ul>\n<li>Prepare dinner</li>\n<li>Relax with family</li>\n<li>Bedtime at 10:00 p.m.</li>\n</ul>\n</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Put some sample data in a table.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <table>\n<thead>\n<tr>\n<th>Item ID</th>\n<th>Product Name</th>\n<th>Price ($)</th>\n<th>Quantity</th>\n<th>Total Value ($)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1001</td>\n<td>Wireless Mouse</td>\n<td>25.99</td>\n<td>2</td>\n<td>51.98</td>\n</tr>\n<tr>\n<td>1002</td>\n<td>Keyboard</td>\n<td>45.50</td>\n<td>1</td>\n<td>45.50</td>\n</tr>\n<tr>\n<td>1003</td>\n<td>USB-C Adapter</td>\n<td>19.99</td>\n<td>3</td>\n<td>59.97</td>\n</tr>\n<tr>\n<td>1004</td>\n<td>Monitor Stand</td>\n<td>29.99</td>\n<td>1</td>\n<td>29.99</td>\n</tr>\n<tr>\n<td>1005</td>\n<td>HDMI Cable</td>\n<td>10.99</td>\n<td>2</td>\n<td>21.98</td>\n</tr>\n<tr>\n<td><strong>Total</strong></td>\n<td></td>\n<td></td>\n<td><strong>9</strong></td>\n<td><strong>209.42</strong></td>\n</tr>\n</tbody>\n</table>\n<p>This table represents a sample order of computer accessories, listing each item\'s ID, product name, price per unit, quantity ordered, and the total value of each product type. The summary row at the bottom provides the total quantity of items and the overall total value of the order.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write 3 short paragraphs, and give a header of a different size for each paragraph. Use any 3 topics.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <h3>Climate Change</h3>\n<p>Climate change represents one of the most significant global challenges of the 21st century. Resulting primarily from the emission of greenhouse gases such as carbon dioxide and methane, it leads to rising global temperatures, severe weather events, and shifting wildlife populations and habitats. Efforts to mitigate climate change include transitioning to renewable energy sources, reforestation, and changes in agricultural practices. Despite these efforts, the impact of climate change continues to grow, necessitating urgent and collaborative action among nations, corporates, and individuals.</p>\n<h2>Artificial Intelligence</h2>\n<p>Artificial Intelligence (AI) has transformed numerous industries, from healthcare and finance to automotive and entertainment. By simulating human intelligence processes by machines, especially computer systems, AI applications include expert systems, natural language processing, and machine vision. As AI technology advances, ethical considerations become increasingly important, including privacy concerns, job displacement, and the potential for misuse. Balancing innovation with these ethical concerns is essential for the responsible development of AI technologies.</p>\n<h1>Space Exploration</h1>\n<p>Space exploration has opened new frontiers for humanity, expanding our knowledge of the universe and our place within it. From the historic Apollo moon landings to the Mars Rover missions, space agencies like NASA and private companies such as SpaceX are continually pushing the boundaries of what is possible. The goals of space exploration include scientific discovery, technological advancement, and even the potential for colonization. As technologies improve and international collaborations strengthen, the coming decades promise even more exciting achievements in space exploration.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write Hello World in Python.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To write "Hello World" in Python, you would use the following line of code:</p>\n<pre><code class=\"language-python\">print("Hello World")\n</code></pre>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write a more complicated function.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Let\'s create a Python function that calculates the factorial of a number using recursion. Factorial of a number n is the product of all positive integers less than or equal to n. For example, the factorial of 5 (denoted as 5!) is 5 * 4 * 3 * 2 * 1 = 120.</p>\n<pre><code class=\"language-python\">def factorial(n):\n # Base case: if n is 0 or 1, the factorial is 1\n if n in (0, 1):\n return 1\n # Recursive case: n! = n * (n-1)!\n else:\n return n * factorial(n-1)\n\n# Example usage\nnumber = 5\nprint(f"The factorial of {number} is {factorial(number)}")\n</code></pre>\n<p>This function first checks if the input <code>n</code> is either 0 or 1, since the factorial of both these numbers is 1. If not, it recursively multiplies <code>n</code> by the factorial of <code>n-1</code>, gradually reducing the value of <code>n</code> until it reaches 1, effectively computing the factorial.</p>\n</div><br />','Text Formatting Tests for Chatbot','','publish','open','open','','text-formatting-tests-for-chatbot-2','','','2024-07-23 19:07:45','2024-07-24 00:07:45','',0,'https://wp.johnturman.net/?p=426',0,'post','',0),(428,1,'2024-03-04 19:14:04','2024-03-05 01:14:04','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write a simple bullet list.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <ul>\n<li>Wake up at 6:30 a.m.</li>\n<li>Exercise for 30 minutes</li>\n<li>Take a shower</li>\n<li>Eat breakfast</li>\n<li>Review the day\'s schedule</li>\n<li>Start work at 8:00 a.m.</li>\n<li>Lunch break at 12:00 p.m.</li>\n<li>Resume work at 1:00 p.m.</li>\n<li>Finish work at 5:00 p.m.</li>\n<li>Prepare dinner</li>\n<li>Eat dinner</li>\n<li>Relax with family</li>\n<li>Go to bed at 10:00 p.m.</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Redo with fewer items, but show some nesting of items.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <ul>\n<li>Morning Routine\n<ul>\n<li>Wake up at 6:30 a.m.</li>\n<li>Exercise for 30 minutes</li>\n<li>Breakfast</li>\n</ul>\n</li>\n<li>Workday\n<ul>\n<li>Start work at 8:00 a.m.</li>\n<li>Lunch break at 12:00 p.m.</li>\n<li>Finish work at 5:00 p.m.</li>\n</ul>\n</li>\n<li>Evening Routine\n<ul>\n<li>Prepare dinner</li>\n<li>Relax with family</li>\n<li>Bedtime at 10:00 p.m.</li>\n</ul>\n</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Put some sample data in a table.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <table>\n<thead>\n<tr>\n<th>Item ID</th>\n<th>Product Name</th>\n<th>Price ($)</th>\n<th>Quantity</th>\n<th>Total Value ($)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1001</td>\n<td>Wireless Mouse</td>\n<td>25.99</td>\n<td>2</td>\n<td>51.98</td>\n</tr>\n<tr>\n<td>1002</td>\n<td>Keyboard</td>\n<td>45.50</td>\n<td>1</td>\n<td>45.50</td>\n</tr>\n<tr>\n<td>1003</td>\n<td>USB-C Adapter</td>\n<td>19.99</td>\n<td>3</td>\n<td>59.97</td>\n</tr>\n<tr>\n<td>1004</td>\n<td>Monitor Stand</td>\n<td>29.99</td>\n<td>1</td>\n<td>29.99</td>\n</tr>\n<tr>\n<td>1005</td>\n<td>HDMI Cable</td>\n<td>10.99</td>\n<td>2</td>\n<td>21.98</td>\n</tr>\n<tr>\n<td><strong>Total</strong></td>\n<td></td>\n<td></td>\n<td><strong>9</strong></td>\n<td><strong>209.42</strong></td>\n</tr>\n</tbody>\n</table>\n<p>This table represents a sample order of computer accessories, listing each item\'s ID, product name, price per unit, quantity ordered, and the total value of each product type. The summary row at the bottom provides the total quantity of items and the overall total value of the order.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write 3 short paragraphs, and give a header of a different size for each paragraph. Use any 3 topics.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <h3>Climate Change</h3>\n<p>Climate change represents one of the most significant global challenges of the 21st century. Resulting primarily from the emission of greenhouse gases such as carbon dioxide and methane, it leads to rising global temperatures, severe weather events, and shifting wildlife populations and habitats. Efforts to mitigate climate change include transitioning to renewable energy sources, reforestation, and changes in agricultural practices. Despite these efforts, the impact of climate change continues to grow, necessitating urgent and collaborative action among nations, corporates, and individuals.</p>\n<h2>Artificial Intelligence</h2>\n<p>Artificial Intelligence (AI) has transformed numerous industries, from healthcare and finance to automotive and entertainment. By simulating human intelligence processes by machines, especially computer systems, AI applications include expert systems, natural language processing, and machine vision. As AI technology advances, ethical considerations become increasingly important, including privacy concerns, job displacement, and the potential for misuse. Balancing innovation with these ethical concerns is essential for the responsible development of AI technologies.</p>\n<h1>Space Exploration</h1>\n<p>Space exploration has opened new frontiers for humanity, expanding our knowledge of the universe and our place within it. From the historic Apollo moon landings to the Mars Rover missions, space agencies like NASA and private companies such as SpaceX are continually pushing the boundaries of what is possible. The goals of space exploration include scientific discovery, technological advancement, and even the potential for colonization. As technologies improve and international collaborations strengthen, the coming decades promise even more exciting achievements in space exploration.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write Hello World in Python.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To write "Hello World" in Python, you would use the following line of code:</p>\n<pre><code class=\"language-python\">print("Hello World")\n</code></pre>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write a more complicated function.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Let\'s create a Python function that calculates the factorial of a number using recursion. Factorial of a number n is the product of all positive integers less than or equal to n. For example, the factorial of 5 (denoted as 5!) is 5 * 4 * 3 * 2 * 1 = 120.</p>\n<pre><code class=\"language-python\">def factorial(n):\n # Base case: if n is 0 or 1, the factorial is 1\n if n in (0, 1):\n return 1\n # Recursive case: n! = n * (n-1)!\n else:\n return n * factorial(n-1)\n\n# Example usage\nnumber = 5\nprint(f"The factorial of {number} is {factorial(number)}")\n</code></pre>\n<p>This function first checks if the input <code>n</code> is either 0 or 1, since the factorial of both these numbers is 1. If not, it recursively multiplies <code>n</code> by the factorial of <code>n-1</code>, gradually reducing the value of <code>n</code> until it reaches 1, effectively computing the factorial.</p>\n</div><br />','Text Formatting Tests for Chatbot','','inherit','closed','closed','','426-revision-v1','','','2024-03-04 19:14:04','2024-03-05 01:14:04','',426,'https://wp.johnturman.net/?p=428',0,'revision','',0),(429,3,'2024-03-04 20:08:08','2024-03-05 02:08:08','','2024-03-05-1-0','','inherit','open','closed','','2024-03-05-1-0','','','2024-03-04 20:08:08','2024-03-05 02:08:08','',0,'https://wp.johnturman.net/wp-content/uploads/2024/03/2024-03-05-1-0.png',0,'attachment','image/png',0),(430,2,'2024-07-12 07:52:41','2024-07-12 12:52:41','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> write a block of code</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Below is a simple Python code block that defines a function to calculate the factorial of a given number using recursion. This function takes a single argument, <code>n</code>, and returns the factorial of <code>n</code>.</p>\n<pre><code class=\"language-python\">def factorial(n):\n if n == 0 or n == 1:\n return 1\n else:\n return n * factorial(n-1)\n\n# Usage example\nnumber = 5\nprint(f"The factorial of {number} is {factorial(number)}")\n</code></pre>\n<p>In this code snippet, the <code>factorial</code> function calculates the product of all positive integers up to <code>n</code>. For instance, <code>factorial(5)</code> would compute <code>5 * 4 * 3 * 2 * 1</code>, which equals <code>120</code>. This example showcases a basic recursion pattern, a common technique in programming for solving problems that can be divided into simpler, similar subproblems.</p>\n</div><br />','write a block of code','','trash','open','open','','__trashed-13','','','2024-07-12 07:52:41','2024-07-12 12:52:41','',0,'https://wp.johnturman.net/?p=430',0,'post','',0),(431,2,'2024-07-12 07:52:36','2024-07-12 12:52:36','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> put some sample data in a table.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Here\'s a simple table with sample data. Let\'s assume this data represents a list of books, including their ID number, Title, Author, and Year Published.</p>\n<table>\n<thead>\n<tr>\n<th><strong>ID</strong></th>\n<th><strong>Title</strong></th>\n<th><strong>Author</strong></th>\n<th><strong>Year Published</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>The Great Gatsby</td>\n<td>F. Scott Fitzgerald</td>\n<td>1925</td>\n</tr>\n<tr>\n<td>2</td>\n<td>To Kill a Mockingbird</td>\n<td>Harper Lee</td>\n<td>1960</td>\n</tr>\n<tr>\n<td>3</td>\n<td>1984</td>\n<td>George Orwell</td>\n<td>1949</td>\n</tr>\n<tr>\n<td>4</td>\n<td>Pride and Prejudice</td>\n<td>Jane Austen</td>\n<td>1813</td>\n</tr>\n<tr>\n<td>5</td>\n<td>The Catcher in the Rye</td>\n<td>J.D. Salinger</td>\n<td>1951</td>\n</tr>\n<tr>\n<td>6</td>\n<td>Moby-Dick</td>\n<td>Herman Melville</td>\n<td>1851</td>\n</tr>\n<tr>\n<td>7</td>\n<td>One Hundred Years of Solitude</td>\n<td>Gabriel Garcia Marquez</td>\n<td>1967</td>\n</tr>\n<tr>\n<td>8</td>\n<td>War and Peace</td>\n<td>Leo Tolstoy</td>\n<td>1869</td>\n</tr>\n<tr>\n<td>9</td>\n<td>The Lord of the Rings</td>\n<td>J.R.R. Tolkien</td>\n<td>1954</td>\n</tr>\n<tr>\n<td>10</td>\n<td>The Alchemist</td>\n<td>Paulo Coelho</td>\n<td>1988</td>\n</tr>\n</tbody>\n</table>\n<p>This table provides a straightforward structure to display the data in an organized manner, useful for quick reference or analysis.</p>\n</div><br />','put some sample data in a table.','','trash','open','open','','__trashed-12','','','2024-07-12 07:52:36','2024-07-12 12:52:36','',0,'https://wp.johnturman.net/?p=431',0,'post','',0),(432,3,'2024-03-04 20:19:19','2024-03-05 02:19:19','','2024-03-05-4-1','','inherit','open','closed','','2024-03-05-4-1','','','2024-03-04 20:19:19','2024-03-05 02:19:19','',0,'https://wp.johnturman.net/wp-content/uploads/2024/03/2024-03-05-4-1.png',0,'attachment','image/png',0),(433,2,'2024-07-12 07:52:08','2024-07-12 12:52:08','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> If I’m acting as an individual, can I creating a binding NDA (non disclosure agreement) with a corporation in the US?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, as an individual, you can create a binding Non-Disclosure Agreement (NDA) with a corporation in the United States. An NDA is a legal contract that stipulates how sensitive information is to be handled between parties. As long as both parties (you, as an individual, and the corporation) agree to the terms and sign the document, and the agreement adheres to the legal requirements for contract formation, it can be enforceable.</p>\n<p>Here are a few key points to consider when creating an NDA with a corporation:</p>\n<ol>\n<li>\n<p><strong>Mutuality:</strong> Decide whether the NDA is unilateral (one party discloses information while the other party keeps it confidential) or mutual (both parties share confidential information with each other). In transactions with corporations, either form could be appropriate depending on the circumstances.</p>\n</li>\n<li>\n<p><strong>Define Confidential Information:</strong> Clearly define what constitutes confidential information within the agreement. This can include but is not limited to trade secrets, business plans, technical processes, and client information.</p>\n</li>\n<li>\n<p><strong>Obligations and Exceptions:</strong> The NDA should specify the obligations of the receiving party regarding the handling of confidential information. Additionally, it should outline exceptions to what is considered confidential, such as information already publicly known or received from another source without restriction.</p>\n</li>\n<li>\n<p><strong>Term:</strong> The agreement should state the duration for which the confidentiality obligations exist. This can vary based on the nature of the information and the agreement between the parties.</p>\n</li>\n<li>\n<p><strong>Jurisdiction:</strong> It is important to include a clause that specifies the governing law (which state\'s laws govern the agreement) and how disputes will be resolved.</p>\n</li>\n<li>\n<p><strong>Enforcement and Remedies:</strong> Outline the consequences of breaching the NDA. This may include provisions for injunctive relief (a court order to stop doing something) and possibly damages.</p>\n</li>\n<li>\n<p><strong>Signatures:</strong> For the NDA to be binding, it must be signed by authorized representatives of both parties. In your case, you can sign as an individual, and the corporation would likely have an officer or authorized agent sign.</p>\n</li>\n</ol>\n<p>Before proceeding, it\'s highly advisable to consult with a legal professional who can help tailor the agreement to your specific needs and ensure that it is enforceable under the relevant state and federal laws. Legal requirements can vary by jurisdiction, and a well-drafted NDA can provide stronger protection and clarity for both parties involved.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Can you help me create an NDA for my software? I live in Texas, and I want a mutually confidentiality.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure, I can provide you with a general structure for a Mutual Non-Disclosure Agreement (NDA) focused on software. However, please note that this example should not replace professional legal advice. Laws vary by jurisdiction, and it\'s critical to consult with a legal professional, especially to ensure that the agreement is tailored to meet your specific needs and is enforceable under Texas law. This example is for instructional purposes only and might need modifications to suit your particular situation.</p>\n<hr>\n<p><strong>MUTUAL NON-DISCLOSURE AGREEMENT</strong></p>\n<p>This Mutual Non-Disclosure Agreement ("Agreement") is entered into as of [Date] by and between [Your Name], an individual residing at [Your Address] ("Disclosing Party A"), and [Company Name], a corporation organized and existing under the laws of [State], with its principal place of business at [Company Address] ("Disclosing Party B").</p>\n<p><strong>1. Purpose</strong></p>\n<p>The parties intend to engage in discussions regarding the development, testing, and evaluation of [Your Software Name] ("Purpose"). In connection with these discussions, each party may disclose certain confidential and proprietary information to the other.</p>\n<p><strong>2. Definition of Confidential Information</strong></p>\n<p>For the purposes of this Agreement, "Confidential Information" shall include all information, regardless of whether it is in tangible form, disclosed by either party that is designated as confidential or that, under the circumstances surrounding disclosure, ought to be treated as confidential. Confidential Information includes, without limitation, computer programs, code, algorithms, know-how, formulas, processes, ideas, inventions (whether patentable or not), and all other business, technical, and financial information.</p>\n<p><strong>3. Exclusions from Confidential Information</strong></p>\n<p>Confidential Information does not include information that: (a) is or becomes publicly known through no breach of this Agreement by the receiving party; (b) is received from a third party without restriction and without breach of this Agreement; (c) was independently developed by the receiving party without use of the disclosing party’s Confidential Information; or (d) is required to be disclosed by law, provided that the receiving party gives the disclosing party prompt written notice of such requirement.</p>\n<p><strong>4. Obligations of Confidentiality</strong></p>\n<p>The parties agree as follows:\na. To use the Confidential Information solely for the Purpose described above;\nb. To maintain the Confidential Information in strict confidence and to take all reasonable precautions against unauthorized disclosure of the Confidential Information;\nc. Not to disclose the Confidential Information to any third party, except to employees, agents, or consultants who are bound by obligations of confidentiality and have a need to know such information in connection with the Purpose;\nd. To return or destroy all Confidential Information upon request or upon termination of this Agreement.</p>\n<p><strong>5. Term</strong></p>\n<p>This Agreement shall commence on the Effective Date and shall continue in effect for a period of [X years] unless otherwise terminated by either party upon [X days\'] written notice.</p>\n<p><strong>6. General Provisions</strong></p>\n<p>a. <strong>Governing Law:</strong> This Agreement shall be governed by and construed in accordance with the laws of the State of Texas, without regard to its conflict of law principles.\nb. <strong>Entire Agreement:</strong> This Agreement constitutes the entire agreement between the parties concerning its subject matter and supersedes all prior agreements.\nc. <strong>Amendment:</strong> Any amendment to this Agreement must be in writing and signed by both parties.\nd. <strong>Severability:</strong> If any provision of this Agreement is found to be unenforceable, the remainder of the Agreement will continue in full force and effect.</p>\n<p><strong>IN WITNESS WHEREOF</strong>, the parties have executed this Agreement as of the Effective Date.</p>\n<p>[Your Signature] ______________________ [Date]</p>\n<p>[Your Name]</p>\n<p>[Company Representative Signature] ______________________ [Date]</p>\n<p>[Name & Title of Company Representative]</p>\n<hr>\n<p>Again, it\'s crucial to have this document or any legal document reviewed by a lawyer before using it to ensure it meets your needs and complies with local laws and regulations.</p>\n</div><br />','If I’m acting as an individual, can I creating a binding NDA (non disclosure agreement) with a corporation in the US?','','trash','open','open','','__trashed-10','','','2024-07-12 07:52:08','2024-07-12 12:52:08','',0,'https://wp.johnturman.net/?p=433',0,'post','',0),(434,1,'2024-03-06 17:09:47','2024-03-06 23:09:47','<!-- wp:group {\"align\":\"wide\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"20px\",\"bottom\":\"20px\"}}},\"backgroundColor\":\"base\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignwide has-base-background-color has-background\" style=\"padding-top:20px;padding-bottom:20px\"><!-- wp:group {\"align\":\"wide\",\"layout\":{\"type\":\"flex\",\"justifyContent\":\"space-between\",\"flexWrap\":\"nowrap\"}} -->\n<div 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{\"align\":\"wide\",\"layout\":{\"type\":\"flex\",\"justifyContent\":\"space-between\",\"flexWrap\":\"nowrap\"}} -->\n<div class=\"wp-block-group alignwide\"><!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|20\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":60} /-->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"0px\"}}} -->\n<div class=\"wp-block-group\"><!-- wp:site-title {\"level\":0} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:navigation {\"ref\":407,\"layout\":{\"type\":\"flex\",\"justifyContent\":\"right\",\"orientation\":\"horizontal\"},\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\"},\"blockGap\":\"var:preset|spacing|20\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->','Header','','inherit','closed','closed','','434-revision-v1','','','2024-03-06 17:20:07','2024-03-06 23:20:07','',434,'https://wp.johnturman.net/?p=439',0,'revision','',0),(440,2,'2024-07-12 07:54:25','2024-07-12 12:54:25','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I have a fastapi project I\'m working on. All the routes are handled in the main.py script. What\'s the best way to add more routes but in a separate file?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Organizing a FastAPI project, especially as it grows in complexity, is crucial for maintenance and scalability. Splitting routes into separate files is a widely adopted approach for keeping your project organized. Here\'s a step-by-step guide to achieve this:</p>\n<h3>1. Organize Your Directory Structure</h3>\n<p>First, let\'s create a directory structure that supports scalability. For a simple project, it might look something like this:</p>\n<pre><code>/your_project\n /app\n __init__.py\n /api\n __init__.py\n /v1\n __init__.py\n /endpoints\n __init__.py\n example.py\n routes.py\n main.py\n requirements.txt\n</code></pre>\n<p>This structure allows you to separate your application into versions (e.g., V1, V2), making it easier to manage and version your API. Under <code>endpoints</code>, you can have different files for different resource collections or functionality, such as <code>users.py</code>, <code>items.py</code>, etc.</p>\n<h3>2. Define Routes in Separate Files</h3>\n<p>In <code>example.py</code> under <code>/endpoints</code>, you can define your path operations (also known as routes) as follows:</p>\n<pre><code class=\"language-python\"># app/api/v1/endpoints/example.py\n\nfrom fastapi import APIRouter\n\nrouter = APIRouter()\n\n@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "item Bar"}]\n</code></pre>\n<h3>3. Include Routes in the Application</h3>\n<p>In <code>routes.py</code>, you include the routes from <code>example.py</code> into a router that will then be included in the main application:</p>\n<pre><code class=\"language-python\"># app/api/v1/routes.py\n\nfrom fastapi import APIRouter\nfrom .endpoints import example\n\napi_router = APIRouter()\napi_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<h3>4. Include API version routers in the Main Application</h3>\n<p>Finally, in your <code>main.py</code>, include your API version router:</p>\n<pre><code class=\"language-python\"># app/main.py\n\nfrom fastapi import FastAPI\nfrom .api.v1.routes import api_router\n\napp = FastAPI()\n\napp.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>Notes:</h3>\n<ul>\n<li>This structure uses <code>APIRouter</code> to create modular groups of routes. Each <code>APIRouter</code> can be included in the main application or even nested in other routers.</li>\n<li>You can use the <code>prefix</code> parameter in <code>include_router</code> to group routes under a common path prefix.</li>\n<li>The <code>tags</code> parameter is used in <code>include_router</code> to logically group endpoints in the autogenerated docs UI (Swagger UI, ReDoc).</li>\n</ul>\n<p>This approach allows you to segment your FastAPI application into logical and maintainable parts, making it easier to manage, especially as it grows. Additionally, this structure is scalable: you can easily add more versions, more endpoints, or refactor some parts into separate microservices if required.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> show the directory structure again with less indentation</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly, here\'s the revised directory structure with minimized indentation:</p>\n<pre><code>your_project/\n├── app/\n│ ├── __init__.py\n│ ├── main.py\n│ └── api/\n│ ├── __init__.py\n│ └── v1/\n│ ├── __init__.py\n│ ├── routes.py\n│ └── endpoints/\n│ ├── __init__.py\n│ └── example.py\n└── requirements.txt\n</code></pre>\n<p>This presents a clear and scalable structure for your FastAPI project, allowing for easy expansion and maintenance.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> explain again what goes in the routes.py file vs what would go in the example.py file.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! In this structure, there is a clear separation between where the route handlers (the actual API logic) are defined and where they are included and organized into the larger application. Here\'s a more detailed explanation of their purposes:</p>\n<h3><code>example.py</code></h3>\n<ul>\n<li><strong>Purpose</strong>: This file directly contains your API endpoint definitions. Each function here corresponds to an API endpoint, defining what should happen when that endpoint is accessed. This includes both the logic that should be executed (e.g., querying a database, performing calculations) and the response that should be sent back to the client.</li>\n<li><strong>Content</strong>: In <code>example.py</code>, you define your API routes using <code>APIRouter</code>. Here, you import <code>APIRouter</code> from FastAPI, create an instance of it, and then use decorator syntax to attach functions to specific HTTP methods and paths. Each function then becomes a route handler, responsible for some business logic.</li>\n</ul>\n<p><strong><code>example.py</code></strong></p>\n<pre><code class=\"language-python\">from fastapi import APIRouter\n\nrouter = APIRouter()\n\n@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n<h3><code>routes.py</code></h3>\n<ul>\n<li><strong>Purpose</strong>: This file does not define any API logic directly. Instead, it serves as a way to gather and organize route handlers from potentially multiple files (like <code>example.py</code> and others) into a single, cohesive API router, usually aligned with a specific API version or a set of related functionalities.</li>\n<li><strong>Content</strong>: In <code>routes.py</code>, you import the <code>APIRouter</code> instances from your endpoint definition files (e.g., <code>example.py</code>). You then create a new <code>APIRouter</code> instance for the API version or functionality set. Using the <code>include_router</code> method, you incorporate each <code>APIRouter</code> from your endpoint files into it, optionally specifying a path prefix or a set of tags for organizational purposes in the API documentation.</li>\n</ul>\n<p><strong><code>routes.py</code></strong></p>\n<pre><code class=\"language-python\">from fastapi import APIRouter\nfrom .endpoints import example\n\napi_router = APIRouter()\napi_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<h3>Usage in Main Application:</h3>\n<p>Finally, in your <code>main.py</code>, you import the version-specific or functionality-specific <code>APIRouter</code> instance from <code>routes.py</code> and include it in your main FastAPI application instance.</p>\n<p>This structure provides several benefits:</p>\n<ul>\n<li><strong>Separation of Concerns</strong>: Endpoint-specific logic is kept separate from the routing organization. This makes the code easier to read and maintain.</li>\n<li><strong>Scalability</strong>: You can easily add new endpoints by creating new files in the <code>endpoints</code> directory and including them in <code>routes.py</code>. Similarly, you can introduce new versions (e.g., v2) by following the same pattern at a higher level.</li>\n<li><strong>Organization</strong>: Grouping endpoints by functionality or version and using prefixes/tags helps keep the API well-organized and understandable both in the code and in the automatically generated documentation (Swagger/ReDoc).</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> show the code i need in main.py to add the new route</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure, to add the new route to your FastAPI application, you integrate the router that was set up within the <code>routes.py</code> file into your main FastAPI application object. Here is how you would do it in the <code>main.py</code> file:</p>\n<h3>main.py</h3>\n<pre><code class=\"language-python\">from fastapi import FastAPI\n# Adjust the import path according to your project structure\nfrom app.api.v1.routes import api_router\n\napp = FastAPI()\n\n# Include the router from routes.py into your main app\napp.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>Breakdown:</h3>\n<ul>\n<li><code>from app.api.v1.routes import api_router</code>: Here, you import the <code>api_router</code> object from the <code>routes.py</code> file. Ensure that the import path matches your project structure. If all your code is directly under the <code>app</code> directory without additional nesting, you might adjust the import statement accordingly.</li>\n<li><code>app = FastAPI()</code>: Create an instance of the FastAPI application.</li>\n<li><code>app.include_router(api_router, prefix="/api/v1")</code>: By using the <code>include_router</code> method, you integrate the router (<code>api_router</code>) from <code>routes.py</code>, which potentially bundles multiple routes/endpoints. The <code>prefix="/api/v1"</code> argument specifies that all routes included through this router will be prefixed with <code>/api/v1</code> in their URL paths, which is a good practice for API versioning.</li>\n</ul>\n<h3>Note:</h3>\n<p>This structure, with its use of APIRouter and the include_router mechanism, helps keep your project organized, particularly as it grows and potentially spans multiple files and directories. It allows you to group related routes together logically (for example, by feature or API version) and makes your API easier to extend and maintain.</p>\n<p>If your directory structure or import paths are different from what is suggested, you need to adjust the import statement in <code>main.py</code> accordingly to correctly locate the <code>routes.py</code> file.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> if the app is running on localhost:8000, what\'s the url to see the example data?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Given the setup described, with the main application including the routes from <code>example.py</code> via <code>routes.py</code>, and considering that you\'ve prefixed the included router with <code>/api/v1</code> and possibly <code>/example</code> for the <code>example</code> router, the URL for the example data would be constructed based on these components.</p>\n<p>If your route in <code>example.py</code> is defined as follows:</p>\n<pre><code class=\"language-python\">@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n<p>And you\'ve included this router in your <code>routes.py</code> with a prefix <code>/example</code>, like so:</p>\n<pre><code class=\"language-python\">api_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<p>And you’ve included <code>api_router</code> in your FastAPI app with the prefix <code>/api/v1</code>:</p>\n<pre><code class=\"language-python\">app.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>The URL to Access the Example Data</h3>\n<p>You would access the example data by navigating to:</p>\n<pre><code>http://localhost:8000/api/v1/example/items/\n</code></pre>\n<h3>Components of the URL</h3>\n<ul>\n<li><code>http://localhost:8000</code> - The host and port where your FastAPI application is running locally.</li>\n<li><code>/api/v1</code> - The prefix added to all routes included via the <code>api_router</code>, indicating version 1 of the API.</li>\n<li><code>/example</code> - The prefix specified when including the router from <code>example.py</code>, indicating a logical grouping or categorization of routes.</li>\n<li><code>/items/</code> - The specific route within <code>example.py</code> that you\'re accessing, which returns example items data.</li>\n</ul>\n<h3>Testing the Endpoint</h3>\n<p>You can test this endpoint by simply entering the URL into a web browser or using tools like <code>curl</code> from the command line, Postman, or any HTTP client of your choice.</p>\n<p>For example, using <code>curl</code>:</p>\n<pre><code class=\"language-sh\">curl http://localhost:8000/api/v1/example/items/\n</code></pre>\n<p>This should return the JSON response containing the example items data:</p>\n<pre><code class=\"language-json\">[{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> does fastapi support services or singleton objects in any way?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, FastAPI supports concepts like services or singleton objects through its dependency injection system and other Pythonic ways of implementing singletons. Dependency injection in FastAPI is a powerful feature that allows you to separate business logic from your API routes, improving code maintainability and testing. Singletons are a design pattern that ensures a class has only one instance and provides a global point of access to it.</p>\n<h3>Using Dependency Injection for Services</h3>\n<p>You can define services (e.g., database access, external API clients) and use FastAPI\'s dependency injection to pass instances of these services into your path operations (endpoints). Here’s a basic example:</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, Depends\n\napp = FastAPI()\n\nclass SomeService:\n def __init__(self):\n self.data = "Important Data"\n \n def get_data(self):\n return self.data\n\ndef get_some_service() -> SomeService:\n return SomeService() # Create and return an instance of SomeService\n\n@app.get("/")\nasync def read_main(service: SomeService = Depends(get_some_service)):\n return {"data": service.get_data()}\n</code></pre>\n<p>In this example, <code>get_some_service</code> is a dependency that FastAPI calls for every request to the <code>read_main</code> endpoint to get an instance of <code>SomeService</code>. This is a straightforward way to inject dependencies, but it doesn’t ensure that <code>SomeService</code> is a singleton.</p>\n<h3>Implementing Singleton Objects</h3>\n<p>To ensure that an object is a singleton (i.e., the same instance is used across your application), you can implement the singleton pattern in Python. Here\'s a simple way to create a singleton in Python:</p>\n<pre><code class=\"language-python\">class SingletonMeta(type):\n _instances = {}\n def __call__(cls, *args, **kwargs):\n if cls not in cls._instances:\n cls._instances[cls] = super(SingletonMeta, cls).__call__(*args, **kwargs)\n return cls._instances[cls]\n\nclass SomeSingletonService(metaclass=SingletonMeta):\n pass\n</code></pre>\n<p>You can then use <code>SomeSingletonService</code> in the same way as <code>SomeService</code> above, but ensuring that only one instance is ever created:</p>\n<pre><code class=\"language-python\">def get_some_singleton_service() -> SomeSingletonService:\n return SomeSingletonService() # This will always return the same instance\n</code></pre>\n<h3>FastAPI-specific Singleton Approach</h3>\n<p>For objects like database connections that you want to create once and use throughout the application lifecycle, you can create the instance outside of the dependency function and then use that instance inside the function. For example,</p>\n<pre><code class=\"language-python\">class DatabaseService:\n def __init__(self):\n self.conn = "Database Connection"\n\ndatabase_service_singleton = DatabaseService()\n\ndef get_database_service() -> DatabaseService:\n return database_service_singleton\n</code></pre>\n<p>This way, <code>database_service_singleton</code> is created when the module is loaded, and <code>get_database_service</code> always returns the same instance.</p>\n<h3>Conclusion</h3>\n<p>FastAPI’s design supports the use of services or singleton objects effectively, primarily via its dependency injection system. While FastAPI doesn’t provide a built-in singleton class or decorator, the flexibility of Python allows for straightforward implementation of the singleton pattern or lifecycle-long instances suitable for use as services within your FastAPI application.</p>\n</div><br />','I have a fastapi project I\'m working on. All the routes are handled in the main.py script. What\'s the best way to add more rou','','trash','open','open','','__trashed-16','','','2024-07-12 07:54:25','2024-07-12 12:54:25','',0,'https://wp.johnturman.net/?p=440',0,'post','',0),(441,2,'2024-07-12 07:51:51','2024-07-12 12:51:51','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I need to put 4 images in a row using flexbox. I don\'t want them to wrap. The images are all square and should take up an equal amount of space.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To place four square images in a row without wrapping, and ensuring they all take up equal space, you can use Flexbox in CSS. Assuming each image is contained in an element (for example, a <code>div</code>), you would style the container of these elements to display as a flex container, and then make sure each child takes up an equal amount of space. Here\'s how you can do it:</p>\n<h3>HTML</h3>\n<pre><code class=\"language-html\"><div class="image-row">\n <div class="image"><img src="image1.jpg" alt="Image 1"></div>\n <div class="image"><img src="image2.jpg" alt="Image 2"></div>\n <div class="image"><img src="image3.jpg" alt="Image 3"></div>\n <div class="image"><img src="image4.jpg" alt="Image 4"></div>\n</div>\n</code></pre>\n<h3>CSS</h3>\n<pre><code class=\"language-css\">.image-row {\n display: flex; /* Makes the container a flexbox */\n justify-content: space-between; /* This is optional, depending on how you want to space them */\n}\n\n.image {\n flex: 1; /* Makes each item flex and take up equal space */\n max-width: 25%; /* Optional, ensures that each item takes no more than 25% of the container\'s width */\n}\n\n.image img {\n width: 100%; /* Makes the image fill the container */\n height: auto; /* Keeps the aspect ratio of the images intact */\n display: block; /* Removes extra space below the image */\n}\n</code></pre>\n<h3>Notes:</h3>\n<ul>\n<li>The flex container is <code>.image-row</code>, and its direct children (<code>.image</code> divs) are the flex items.</li>\n<li>Setting <code>display: flex;</code> on the <code>.image-row</code> makes it a flex container.</li>\n<li>With <code>flex: 1;</code> on each <code>.image</code>, we\'re telling each image to take up an equal amount of space within the flex container.</li>\n<li><code>max-width: 25%;</code> is optional. It might be useful if your images have different intrinsic sizes or if you want to make sure they do not grow beyond a certain point. However, with just <code>flex: 1;</code>, each flex item should already take an equal amount of space.</li>\n<li>Setting <code>width: 100%;</code> and <code>height: auto;</code> on the images ensures they scale correctly while maintaining their aspect ratio.</li>\n</ul>\n<p>This setup will show the images in a row, each taking up exactly 1/4th of the available space in their container, side by side, without wrapping. If you do not want any space between the images, ensure your <code>.image-row</code> does not have padding, and the <code>.image</code> elements do not have margins, or adjust as needed depending on your design requirements.</p>\n</div><br />','I need to put 4 images in a row using flexbox. I don\'t want them to wrap. The images are all square and should take up an equa','','trash','open','open','','__trashed-9','','','2024-07-12 07:51:51','2024-07-12 12:51:51','',0,'https://wp.johnturman.net/?p=441',0,'post','',0),(442,2,'2024-07-12 07:51:43','2024-07-12 12:51:43','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Is there a way to format strings in javascript that words like python f-strings?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In JavaScript, while there isn\'t a direct equivalent to Python\'s f-strings, you can achieve similar functionality for string formatting and interpolation using template literals. Template literals allow you to incorporate expressions inside string literals. You can do this by using backticks (<code>`</code>) instead of quotes and inserting expressions inside <code>${expression}</code> placeholders. This feature has been a part of JavaScript since ECMAScript 2015 (ES6).</p>\n<p>Here is a basic example to demonstrate how to use them:</p>\n<pre><code class=\"language-javascript\">const name = "John";\nconst age = 30;\nconst message = `My name is ${name} and I am ${age} years old.`;\n\nconsole.log(message); // Output: My name is John and I am 30 years old.\n</code></pre>\n<p>As you can see, this is quite similar to Python\'s f-strings in terms of readability and ease of use. You can also use template literals for multi-line strings without needing to use the newline character (<code>\\n</code>), and you can include expressions, such as arithmetic operations or function calls, within the placeholders:</p>\n<pre><code class=\"language-javascript\">function double(number) {\n return number * 2;\n}\n\nconst number = 5;\nconst result = `The double of ${number} is ${double(number)}.`;\n\nconsole.log(result); // Output: The double of 5 is 10.\n</code></pre>\n<p>This feature significantly improves string manipulation and generation, making the code cleaner and easier to read.</p>\n</div><br />','Is there a way to format strings in javascript that words like python f-strings?','','trash','open','open','','__trashed-8','','','2024-07-12 07:51:43','2024-07-12 12:51:43','',0,'https://wp.johnturman.net/?p=442',0,'post','',0),(443,2,'2024-07-12 07:51:35','2024-07-12 12:51:35','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\"m using canvas to draw an image. When the canvas is resized, how do I scale up or down the contents of the canvas? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>When you\'re dealing with scaling the contents of a canvas in HTML5 as it\'s resized, you\'ll want to approach this by redrawing the content at a scale proportional to the new size of the canvas. Here\'s a step-by-step guide on how to achieve this:</p>\n<h3>1. Capture the Original Dimensions and State</h3>\n<p>First, you need to have the original dimensions and possibly the state of the canvas contents if the drawing depends on user interaction or dynamic data.</p>\n<pre><code class=\"language-javascript\">// Assume these are the original dimensions\nconst originalWidth = 800;\nconst originalHeight = 600;\n</code></pre>\n<h3>2. Listen to Resize Event</h3>\n<p>You should listen for resize events if you want to scale the canvas dynamically whenever the container or window size changes.</p>\n<pre><code class=\"language-javascript\">// This could be window or a specific element that encapsulates your canvas\nwindow.addEventListener(\'resize\', resizeCanvas, false);\n</code></pre>\n<h3>3. Calculate Scale Factors</h3>\n<p>When resizing, calculate the scale factors for both width and height. This will help you scale your drawing proportionally.</p>\n<pre><code class=\"language-javascript\">function resizeCanvas() {\n const scaleWidth = canvas.offsetWidth / originalWidth;\n const scaleHeight = canvas.offsetHeight / originalHeight;\n\n // You can choose to maintain aspect ratio or not\n // One way to maintain aspect ratio is to use the same scale for both dimensions\n const scale = Math.min(scaleWidth, scaleHeight);\n\n // Adjust canvas drawing size\n canvas.width = originalWidth * scale;\n canvas.height = originalHeight * scale;\n\n // Now redraw the canvas content using the calculated scale\n redrawCanvas(scale);\n}\n</code></pre>\n<h3>4. Redrawing the Canvas Content</h3>\n<p>When redrawing the content, apply the scale to all dimensions and positions within your drawing logic.</p>\n<pre><code class=\"language-javascript\">function redrawCanvas(scale) {\n const ctx = canvas.getContext(\'2d\');\n \n // Clear the canvas\n ctx.clearRect(0, 0, canvas.width, canvas.height);\n\n // Apply scaling\n ctx.scale(scale, scale);\n\n // Redraw your canvas content here\n // Example: ctx.drawImage(img, x, y, width, height);\n // Make sure x, y, width, and height are your original drawing dimensions,\n // the scale will be applied automatically.\n \n // Reset scale if you\'re going to draw something else without the scaling after this\n ctx.setTransform(1, 0, 0, 1, 0, 0);\n}\n</code></pre>\n<h3>Important Notes</h3>\n<ul>\n<li>Always clear your canvas before redrawing. This prevents previous drawings from affecting the new ones.</li>\n<li>When scaling texts, you might need to adjust the font size proportionally to the scale factor.</li>\n<li>If your canvas content relies on mouse interactions, remember to scale mouse coordinates accordingly.</li>\n<li>Consider using CSS for simple scaling if you don\'t need to redraw based on the new size. CSS scaling will affect how the canvas is displayed but not its drawing buffer resolution.</li>\n</ul>\n<p>This approach ensures that your canvas contents scale up or down proportionally according to the new canvas dimensions.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can i get whatever is currently drawn on the canvas and redraw that on the resized canvas?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>If you\'re looking to get whatever is currently drawn on a canvas and then redraw it on the resized canvas maintaining its visual properties, you can achieve this by saving the canvas\'s current state as an image and then drawing that image back onto the canvas after it has been resized. Here\'s a step-by-step process:</p>\n<h3>1. Store the Canvas Content</h3>\n<p>First, convert the current canvas content to an image. This can be done by exporting the canvas content to a data URL and then creating an image object from that data URL.</p>\n<pre><code class=\"language-javascript\">function getCanvasContentAsImage(canvas) {\n const dataUrl = canvas.toDataURL(); // This captures the current state as an image\n const img = new Image();\n img.src = dataUrl;\n return img;\n}\n</code></pre>\n<h3>2. Listen to Resize Events</h3>\n<p>You need to capture resize events so you can react whenever the canvas\'s size changes. This might be when the window is resized if your canvas size is dependent on the viewport size.</p>\n<pre><code class=\"language-javascript\">window.addEventListener(\'resize\', () => {\n resizeCanvasContent(canvas);\n}, false);\n</code></pre>\n<h3>3. Resize the Canvas and Redraw the Content</h3>\n<p>When resizing the canvas, first, capture the content as an image, then adjust the canvas dimensions as needed. Finally, redraw the previously captured image onto the canvas.</p>\n<pre><code class=\"language-javascript\">function resizeCanvasContent(canvas) {\n // First, capture the existing canvas content\n const contentImage = getCanvasContentAsImage(canvas);\n \n // Here\'s where you resize your canvas dimensions\n // This could depend on various factors, like window size or parent container size\n // Example: \n // canvas.width = window.innerWidth;\n // canvas.height = window.innerHeight;\n\n // Since loading an image is an asynchronous operation\n contentImage.onload = () => {\n // Getting canvas context\n const ctx = canvas.getContext(\'2d\');\n // Clear the canvas in case the new dimensions are smaller\n ctx.clearRect(0, 0, canvas.width, canvas.height);\n // Draw the image - this image is what the canvas had before resizing\n ctx.drawImage(contentImage, 0, 0, canvas.width, canvas.height);\n };\n}\n</code></pre>\n<h3>Important Notes</h3>\n<ul>\n<li>This method essentially "rasterizes" all canvas content, meaning if you had vector drawings or texts, they are now part of a bitmap image. This could result in loss of quality if you scale up significantly.</li>\n<li>If resizing can happen frequently (e.g., during window resizing), it\'s wise to debounce the <code>resizeCanvasContent</code> call to avoid performance issues.</li>\n<li>Be mindful of the canvas\'s aspect ratio. This approach scales content to fit new dimensions, which might not always be desirable. You might need additional logic if you\'re trying to maintain aspect ratios or scale contents uniformly.</li>\n</ul>\n<p>This approach allows you to dynamically resize the canvas while keeping its content visually consistent with the pre-resized state.</p>\n</div><br />','I\"m using canvas to draw an image. When the canvas is resized, how do I scale up or down the contents of the canvas?','','trash','open','open','','__trashed-7','','','2024-07-12 07:51:35','2024-07-12 12:51:35','',0,'https://wp.johnturman.net/?p=443',0,'post','',0),(445,1,'2024-04-27 14:19:39','2024-04-27 19:19:39','<!-- wp:image {\"id\":477,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-27-1.png\" alt=\"\" class=\"wp-image-477\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":468,\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-default\"} -->\n<figure class=\"wp-block-image size-full is-style-default\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-4.png\" alt=\"\" class=\"wp-image-468\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":470,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-20-3.png\" alt=\"\" class=\"wp-image-470\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":479,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-19-1.png\" alt=\"\" class=\"wp-image-479\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":482,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21.png\" alt=\"\" class=\"wp-image-482\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":469,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-5.png\" alt=\"\" class=\"wp-image-469\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image 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I mean by transparent that that all the files, network traffic, etc. can be viewed in a browser.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The development and evolution of the World Wide Web (WWW) protocols, namely HTTP (Hypertext Transfer Protocol) and later HTTPS (HTTP Secure), were primarily driven by the need for a standardized and efficient way to transmit hypertext documents across the Internet. The concept of transparency in the way you\'ve described it—ensuring that all files, network traffic, etc., can be viewed in a browser—wasn\'t a primary goal per se. However, several related concepts were important in the development of these protocols and the web at large:</p>\n<ol>\n<li>\n<p><strong>Open Standards and Interoperability:</strong> One of the foundational principles of the WWW was the use of open standards. Tim Berners-Lee, the inventor of the WWW, and others involved in early web development emphasized the importance of creating protocols that were not only open and royalty-free but also fostered interoperability between different systems. This approach inherently supports a level of transparency in that specifications are publicly available, and implementations can be developed independently.</p>\n</li>\n<li>\n<p><strong>Accessibility and Ease of Use:</strong> While the direct inspection of network traffic and files wasn\'t a stated goal, making the web accessible and usable to as wide an audience as possible was crucial. This objective drove the design of web browsers to display web content in a human-readable format and offer functionalities like viewing the page source. These features indirectly support transparency by allowing users and developers to inspect the HTML and other codes that constitute a web page.</p>\n</li>\n<li>\n<p><strong>Security and Privacy:</strong> The development of HTTPS was specifically aimed at addressing the need for secure and private communication over the web. By encrypting data transmitted between web browsers and servers, HTTPS ensures confidentiality, integrity, and authentication. While this enhances privacy and security, it also means that, by design, HTTPS reduces the ability to view network traffic transparently unless authorized (e.g., through mechanisms like TLS decryption in debugging tools).</p>\n</li>\n<li>\n<p><strong>Debugging and Development Tools:</strong> Modern web browsers include extensive tools for developers that allow inspection of network traffic, examination of page resources, debugging of JavaScript, and more. While not a primary goal of the HTTP/HTTPS protocols themselves, the evolution of these tools reflects an understanding within the web community that transparency in how web technologies work under the hood is invaluable for developers, researchers, and educators.</p>\n</li>\n</ol>\n<p>In summary, while direct transparency of all files and network traffic in a browser wasn\'t a specific goal during the development of the web protocols, principles like open standards, accessibility, and the provision of tools for inspection and debugging have indirectly supported a level of transparency for users and developers. Security protocols like HTTPS add a layer to protect privacy and integrity, which complicates total transparency but is balanced by development tools designed to aid in legitimate inspection and analysis activities.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Are there any browsers that don\'t allow the users to inspect the files and network traffic?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>As of my last update in 2023, the major web browsers—such as Google Chrome, Mozilla Firefox, Microsoft Edge, Safari, and Opera—all come with built-in developer tools that allow users to inspect files, view network traffic, debug scripts, and perform a host of other tasks aimed at developers or those interested in understanding web technologies. These tools are fundamental to web development and debugging and are widely considered essential features.</p>\n<p>However, there are scenarios and specific contexts where a browser might limit the ability to inspect files and network traffic:</p>\n<ol>\n<li>\n<p><strong>Mobile Browsers:</strong> While most mobile browsers are capable of some degree of inspection and debugging, they may not offer the same level of functionality or ease of access as their desktop counterparts. The tools might be more cumbersome to use or require additional steps, such as enabling remote debugging via a desktop device.</p>\n</li>\n<li>\n<p><strong>Custom or Proprietary Browsers:</strong> Applications or platforms that use web technologies but are not intended for general web browsing—such as embedded web views in apps or custom browsers in specific devices (e.g., kiosks, IoT devices)—might not provide user-accessible developer tools or the ability to inspect traffic. This is often by design, to limit user interaction to specific functionalities for security, privacy, or user experience reasons.</p>\n</li>\n<li>\n<p><strong>Security-focused or Privacy-focused Browsers:</strong> While not specific to blocking inspection tools, some browsers focused on security and privacy might limit certain functionalities or require users to enable developer tools explicitly due to their potential misuse. However, even in these cases, the capability to inspect elements and network traffic typically exists but might be gated behind additional settings.</p>\n</li>\n<li>\n<p><strong>Browsers in Controlled Environments:</strong> In enterprise or educational settings, administrators can configure browsers (or use specialized browser versions) to restrict access to developer tools. This might be done to prevent users from tampering with the browser, executing potentially harmful scripts, or bypassing content restrictions.</p>\n</li>\n</ol>\n<p>It\'s important to note that even if a browser does not provide native tools for inspection, network traffic can often be inspected using external tools like packet sniffers or network protocol analyzers (e.g., Wireshark). However, the use of such tools might require more technical knowledge, and encrypted traffic (HTTPS) will not be easily readable without additional setup.</p>\n<p>In summary, while the ability to inspect files and network traffic is a standard feature in mainstream web browsers, certain contexts, applications, or settings might limit this functionality. These limitations are usually related to preserving security, privacy, or the integrity of the application experience rather than a fundamental characteristic of the browser technology itself.</p>\n</div><br />','Was it a goal during the development of the WWW protocols (http and https) to be transparent? 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-->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-27-1.png\" alt=\"\" class=\"wp-image-477\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":468,\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-default\"} -->\n<figure class=\"wp-block-image size-full is-style-default\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-4.png\" alt=\"\" class=\"wp-image-468\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":470,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-20-3.png\" alt=\"\" class=\"wp-image-470\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":479,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img 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src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-4.png\" alt=\"\" class=\"wp-image-468\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":470,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-20-3.png\" alt=\"\" class=\"wp-image-470\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":479,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-19-1.png\" alt=\"\" class=\"wp-image-479\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":482,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21.png\" alt=\"\" class=\"wp-image-482\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":469,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-5.png\" alt=\"\" class=\"wp-image-469\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":467,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-21-1.png\" alt=\"\" class=\"wp-image-467\"/></figure>\n<!-- /wp:image -->','Featured Images','','inherit','closed','closed','','445-revision-v1','','','2024-04-27 14:53:15','2024-04-27 19:53:15','',445,'https://wp.johnturman.net/?p=486',0,'revision','',0),(487,1,'2024-04-27 22:56:13','2024-04-28 03:56:13','','2024-04-19-2','','inherit','open','closed','','2024-04-19-2','','','2024-04-27 22:56:13','2024-04-28 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{\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content created by John and his chatbot.</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image 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{\"label\":\"Gallery\",\"type\":\"page\",\"id\":243,\"url\":\"https://johnturman.net/gallery/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"type\":\"link\",\"url\":\"https://ai.johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 18','','inherit','closed','closed','','407-revision-v1','','','2024-04-29 05:09:13','2024-04-29 10:09:13','',407,'https://johnturman.net/?p=499',0,'revision','',0),(501,1,'2024-04-29 22:47:27','2024-04-30 03:47:27','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family 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class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-style:normal;font-weight:600\"><a href=\"https://johnturman.net/about/\" data-type=\"page\" data-id=\"60\">About</a></h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":400,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading 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class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"20%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:20%\"></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-04-30 18:08:01','2024-04-30 23:08:01','',242,'https://johnturman.net/?p=508',0,'revision','',0),(509,1,'2024-04-30 18:10:57','2024-04-30 23:10:57','<!-- wp:navigation-link 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{\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-04-30 20:00:53','2024-05-01 01:00:53','',242,'https://johnturman.net/?p=510',0,'revision','',0),(511,1,'2024-04-30 20:02:30','2024-05-01 01:02:30','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-04-30 20:02:30','2024-05-01 01:02:30','',242,'https://johnturman.net/?p=511',0,'revision','',0),(512,1,'2024-04-30 20:04:48','2024-05-01 01:04:48','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506,\"overlayMenu\":\"never\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-04-30 20:04:48','2024-05-01 01:04:48','',242,'https://johnturman.net/?p=512',0,'revision','',0),(513,1,'2024-07-12 07:50:22','2024-07-12 12:50:22','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> What aspect ratio should i make a video if i\'m going to upload it to youtube?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>For uploading videos to YouTube, the recommended aspect ratio is 16:9. This is the standard aspect ratio for most displays, including desktop monitors, laptops, TVs, and smartphones in landscape orientation. Using a 16:9 aspect ratio ensures that your video fully utilizes the screen space on most devices without unnecessary black bars on the sides or top and bottom of the video.</p>\n<p>If you upload a video with a different aspect ratio, YouTube will automatically frame it to fit a 16:9 player, which might result in black bars padding the video. This doesn\'t affect the video\'s quality, but it may affect viewer experience.</p>\n<p>Here’s a brief overview of video resolutions and their corresponding aspect ratios that are commonly used for YouTube:</p>\n<ul>\n<li><strong>2160p (4K Ultra HD):</strong> 3840 x 2160</li>\n<li><strong>1440p (2K Ultra HD):</strong> 2560 x 1440</li>\n<li><strong>1080p (Full HD):</strong> 1920 x 1080</li>\n<li><strong>720p (HD):</strong> 1280 x 720</li>\n</ul>\n<p>All of the above resolutions are in the 16:9 aspect ratio. If you\'re creating content that\'s meant to be displayed in a square (1:1) or vertical (9:16) format, like for mobile users, you\'ll want to ensure it\'s edited and framed in a way that looks good when played back on devices that primarily use a 16:9 display or within platforms that support these different formats. YouTube does support vertical videos, but remember that most people will be watching in a landscape-oriented player, so 16:9 is generally the safest bet for broad compatibility and appeal.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'m on mac os and I\'m using the quicktime player to record my screen. How do I set my screen to be a 16:9 ratio? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ensuring your screen recording has a 16:9 aspect ratio using QuickTime Player on macOS involves a couple of steps, as QuickTime itself doesn\'t offer explicit aspect ratio settings for screen recording. The process primarily depends on setting your display resolution to a 16:9 resolution before recording. Here’s how you can do it:</p>\n<h3>1. Choose a 16:9 Resolution</h3>\n<p>First, you need to set your display to a 16:9 resolution. Common resolutions with this aspect ratio include 1920x1080 (1080p) and 1280x720 (720p).</p>\n<h3>How to Change Display Resolution</h3>\n<ol>\n<li>\n<p><strong>Open System Preferences:</strong> Click on the Apple logo in the top-left corner of your screen and select “System Preferences.”</p>\n</li>\n<li>\n<p><strong>Go to Displays:</strong> Find and click on “Displays.” This will open the display settings for your Mac.</p>\n</li>\n<li>\n<p><strong>Switch to Scaled Resolution:</strong> By default, you\'ll see the “Display” tab. While holding down the “Option” key on your keyboard, click on “Scaled” to reveal additional resolution options. If you don’t hold down “Option,” macOS will only show you the recommended resolutions.</p>\n</li>\n<li>\n<p><strong>Select a 16:9 Resolution:</strong> Choose a resolution that has a 16:9 aspect ratio like 1920x1080 or 1280x720. If you\'re unsure whether a resolution is 16:9, you can quickly calculate it by dividing the width by the height (for example, 1920 ÷ 1080 = 1.7778, which rounds to 16:9).</p>\n</li>\n</ol>\n<h3>2. Record Your Screen with QuickTime Player</h3>\n<p>Once you’ve set your display to a 16:9 resolution, you can proceed to record your screen with QuickTime Player.</p>\n<ol>\n<li>\n<p><strong>Open QuickTime Player:</strong> You can find it in your Applications folder or search for it using Spotlight (Command+Space and start typing “QuickTime Player”).</p>\n</li>\n<li>\n<p><strong>Start a New Screen Recording:</strong> Go to the menu bar, click on “File,” and select “New Screen Recording.” If you\'re using macOS Mojave or later, a screen recording tool will open. For older versions of macOS, a small recording window will appear.</p>\n</li>\n<li>\n<p><strong>Select Recording Area:</strong> You can record the whole screen or drag to select a specific area. If you’ve set your resolution to 16:9, recording the full screen will naturally capture the video in 16:9.</p>\n</li>\n<li>\n<p><strong>Record:</strong> Click on the record button. If you’ve chosen to select an area, you’ll need to click to start recording after selecting your area.</p>\n</li>\n<li>\n<p><strong>Stop Recording:</strong> Click the stop button in the menu bar (or the Touch Bar if your Mac has one) to stop recording.</p>\n</li>\n</ol>\n<p>After stopping, QuickTime Player will automatically open the recorded video. You can then save your video file.</p>\n<p>By ensuring your display is set to a 16:9 resolution before recording, your video should naturally be in the 16:9 aspect ratio, making it ideal for uploading to platforms like YouTube.</p>\n</div><br />','What aspect ratio should i make a video if i\'m going to upload it to youtube?','','trash','open','open','','__trashed-6','','','2024-07-12 07:50:22','2024-07-12 12:50:22','',0,'https://johnturman.net/?p=513',0,'post','',0),(514,1,'2024-05-02 21:16:06','2024-05-03 02:16:06','<!-- wp:paragraph -->\n<p>This 6 minute video shows how users can use Chatbot to write an AI article with a featured image and add the article to a Wordpress site.<br><br>Note: The is no audio track in this video, only a screen recording.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie2.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Write an Article','','publish','open','open','','chatbot-basics','','','2024-07-23 18:58:51','2024-07-23 23:58:51','',0,'https://johnturman.net/?p=514',0,'post','',0),(515,1,'2024-05-02 21:16:06','2024-05-03 02:16:06','<!-- wp:paragraph -->\n<p>John Demonstrates his chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"></figure>\n<!-- /wp:video -->','Chatbot Demo','','inherit','closed','closed','','514-revision-v1','','','2024-05-02 21:16:06','2024-05-03 02:16:06','',514,'https://johnturman.net/?p=515',0,'revision','',0),(517,1,'2024-05-03 17:18:41','2024-05-03 22:18:41','<!-- wp:paragraph -->\n<p>John Demonstrates his chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video src=\"https://johnturman.net/wp-content/uploads/movie1.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Demo','','inherit','closed','closed','','514-revision-v1','','','2024-05-03 17:18:41','2024-05-03 22:18:41','',514,'https://johnturman.net/?p=517',0,'revision','',0),(518,1,'2024-05-03 17:20:03','2024-05-03 22:20:03','<!-- wp:paragraph -->\n<p>John Demonstrates his chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video autoplay src=\"https://johnturman.net/wp-content/uploads/movie1.mp4\" playsinline></video></figure>\n<!-- /wp:video -->','Chatbot Demo','','inherit','closed','closed','','514-revision-v1','','','2024-05-03 17:20:03','2024-05-03 22:20:03','',514,'https://johnturman.net/?p=518',0,'revision','',0),(519,1,'2024-05-03 17:21:27','2024-05-03 22:21:27','<!-- wp:paragraph -->\n<p>John Demonstrates his chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie1.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Demo','','inherit','closed','closed','','514-revision-v1','','','2024-05-03 17:21:27','2024-05-03 22:21:27','',514,'https://johnturman.net/?p=519',0,'revision','',0),(520,1,'2024-05-03 17:57:14','2024-05-03 22:57:14','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I want to host a video for my web site from my linux server. I\'m running the Apache web server. How can I stream the video? It\'s in a .mov format now.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To stream a video file, such as one in .mov format, from your Linux server running Apache, you\'ll want to ensure that the server is configured to deliver your video content efficiently and compatibly. Here\'s a broad overview of how you could do it:</p>\n<h3>Step 1: Prepare the Video File</h3>\n<ul>\n<li>\n<p><strong>Convert the Video to a Web-Friendly Format</strong>: Although <code>.mov</code> files can be played on many devices, you might want to consider converting your video to a more universally compatible format like MP4 (using the H.264 video codec and AAC audio codec). You can use a tool like <code>ffmpeg</code> to do this conversion. Example command:</p>\n<pre><code class=\"language-bash\">ffmpeg -i input.mov -vcodec h264 -acodec aac -strict -2 output.mp4\n</code></pre>\n</li>\n<li>\n<p><strong>Optimize for Web Delivery</strong>: Ensure your video is optimized for web delivery. This involves choosing appropriate bitrates, resolutions, and using progressive download features if necessary.</p>\n</li>\n</ul>\n<h3>Step 2: Upload the Video to Your Server</h3>\n<ul>\n<li><strong>Choose the Right Location</strong>: Upload your video file to a suitable location on your server where it\'s accessible to the Apache web server. Commonly, this might be within the <code>/var/www/html</code> directory or a subdirectory within it, depending on your specific Apache configuration and website structure.</li>\n</ul>\n<h3>Step 3: Configure Apache to Serve Video Content</h3>\n<ul>\n<li>\n<p><strong>Ensure the Correct MIME Type</strong>: For Apache to serve .mp4 files correctly, it should recognize the MIME type. Usually, Apache is configured out of the box to handle this, but if it\'s not serving the video file correctly, you might need to add or ensure the following line is in your Apache configuration file (<code>httpd.conf</code>) or in an <code>.htaccess</code> file within the directory serving your video:</p>\n<pre><code>AddType video/mp4 .mp4\n</code></pre>\n</li>\n<li>\n<p><strong>Enable Range Requests</strong>: This allows the server to send only parts of the video file upon request, which is crucial for seeking within the video. Apache typically supports this by default, but ensure that your configurations do not disable this feature.</p>\n</li>\n</ul>\n<h3>Step 4: Embed the Video in Your Webpage</h3>\n<p>Use HTML5\'s <code><video></code> tag to embed the video into your website. For example:</p>\n<pre><code class=\"language-html\"><video width="100%" height="auto" controls>\n <source src="path/to/your/video.mp4" type="video/mp4">\n Your browser does not support the video tag.\n</video>\n</code></pre>\n<p>Replace <code>path/to/your/video.mp4</code> with the actual path to your video file relative to the site root.</p>\n<h3>Step 5: Test Your Video</h3>\n<p>After setting up everything, you should thoroughly test the video on your site. Check it across different browsers and devices to ensure compatibility and performance. It\'s also a good idea to monitor your server\'s load and bandwidth usage, as video streaming can be resource-intensive.</p>\n<h3>Consider Caching and CDN Usage</h3>\n<p>For improved performance, especially for popular videos or high traffic sites, you might want to consider using an HTTP cache or a Content Delivery Network (CDN) to serve your video content. This can significantly reduce load on your server and improve the end-user experience by reducing latency.</p>\n<p>Streaming video from your own server is entirely doable, but keep in mind for large scale deployments or very high-quality video content, leveraging dedicated video hosting platforms or CDNs might offer better performance and scalability.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I don\'t have ffmpeg installed. Is there anything else available on linux that\'s already installed?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>If you don\'t have <code>ffmpeg</code> installed and you\'re looking for pre-installed tools on most Linux distributions to convert or manage video files, your options might be more limited as multimedia processing tools are often not included by default, especially in server environments. However, there are other tools besides <code>ffmpeg</code> for video conversion, if you are working within a desktop environment or if you have access to install software.</p>\n<h3>Tools Typically Available on Linux</h3>\n<ol>\n<li>\n<p><strong>Libav (<code>avconv</code>)</strong>: This is another tool similar to <code>ffmpeg</code> and might be pre-installed on some Linux distributions. It\'s used from the command line to convert multimedia files between formats. You would use it much like <code>ffmpeg</code>. Here is how you would convert a <code>.mov</code> file to <code>.mp4</code> with <code>avconv</code>:</p>\n<pre><code class=\"language-bash\">avconv -i input.mov -c:v libx264 -c:a aac output.mp4\n</code></pre>\n</li>\n<li>\n<p><strong>GStreamer</strong>: This is a powerful multimedia framework that might be installed by default on some Linux desktop distributions. It\'s more complex than <code>ffmpeg</code> or <code>avconv</code> but very powerful. GStreamer works with a system of pipes and filters, and it can be used for simple conversions or streaming tasks.</p>\n<p>However, constructing a GStreamer pipeline command for video conversion from scratch might be more complex than using <code>ffmpeg</code> or <code>avconv</code>. Here is a basic example of converting a <code>.mov</code> file to <code>.mp4</code>:</p>\n<pre><code class=\"language-bash\">gst-launch-1.0 filesrc location=input.mov ! decodebin ! x264enc ! mp4mux ! filesink location=output.mp4\n</code></pre>\n</li>\n</ol>\n<h3>Installation Is Often the Easier Path</h3>\n<p>If none of these options are available or if you\'re on a headless server (no GUI), your best bet might genuinely be to just install <code>ffmpeg</code>. <code>ffmpeg</code> is widely regarded as the Swiss Army knife of video and audio processing and is the backbone of many multimedia applications. It\'s not typically installed by default due to its specialized nature and licensing concerns, but it\'s straightforward to install:</p>\n<ul>\n<li>\n<p><strong>On Ubuntu/Debian-based systems</strong>:</p>\n<pre><code class=\"language-bash\">sudo apt update\nsudo apt install ffmpeg\n</code></pre>\n</li>\n<li>\n<p><strong>On CentOS/RHEL-based systems</strong> (requires enabling EPEL repository):</p>\n<pre><code class=\"language-bash\">sudo yum install epel-release\nsudo yum update\nsudo yum install ffmpeg\n</code></pre>\n</li>\n<li>\n<p><strong>On Fedora</strong>:</p>\n<pre><code class=\"language-bash\">sudo dnf install ffmpeg\n</code></pre>\n</li>\n</ul>\n<p>Given your requirement for a conversion tool that\'s already installed, you could first check if any of these suggested tools (<code>avconv</code>, <code>GStreamer</code>) are available in your system. If not, installing <code>ffmpeg</code> is highly recommended due to its efficiency, broad support for formats, and prevalent use in tutorials and documentation online.</p>\n<p>Remember, the method of installation and the availability of certain tools will depend significantly on your specific Linux distribution and its version.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> what about on Mac OS?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>On macOS, <code>ffmpeg</code> is not installed by default, but it\'s straightforward to obtain and install using package managers like Homebrew. Homebrew is a popular package manager for macOS that simplifies the installation of free and open-source software on the operating system.</p>\n<h3>Installing Homebrew (if not already installed)</h3>\n<p>First, if you haven\'t already installed Homebrew on your Mac, you can do so by opening the Terminal app and running the following command. You can find the Terminal app in the <code>/Applications/Utilities/</code> folder or by searching for it using Spotlight.</p>\n<pre><code class=\"language-bash\">/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"\n</code></pre>\n<p>This command will download and run the Homebrew installation script. Follow the on-screen instructions to complete the installation.</p>\n<h3>Installing FFmpeg with Homebrew</h3>\n<p>Once Homebrew is installed, you can easily install <code>ffmpeg</code> by running the following command in the Terminal:</p>\n<pre><code class=\"language-bash\">brew install ffmpeg\n</code></pre>\n<p>Homebrew will automatically download and install <code>ffmpeg</code> and its dependencies. After the installation is complete, you can convert your <code>.mov</code> file to <code>.mp4</code> using a command like this:</p>\n<pre><code class=\"language-bash\">ffmpeg -i input.mov -vcodec h264 -acodec aac -strict -2 output.mp4\n</code></pre>\n<h3>Alternative Tools</h3>\n<p>If for some reason installing <code>ffmpeg</code> is not an option, macOS comes with a built-in tool called <strong>QuickTime Player</strong>, which can perform basic video file conversion tasks:</p>\n<ol>\n<li><strong>Using QuickTime Player for Conversion:</strong>\n<ul>\n<li>Open the <code>.mov</code> file with QuickTime Player.</li>\n<li>Go to <code>File</code> > <code>Export As</code> or use the <code>Share</code> button (depending on your macOS version) to choose an export size.</li>\n<li>Select an option appropriate for your needs. Some export options like <code>720p</code> or <code>1080p</code> will result in an <code>.mp4</code> file, which is widely compatible with web browsers.</li>\n<li>Note that this method might not offer as much control over the output file as <code>ffmpeg</code> does, but it\'s a built-in solution that does not require additional software installation.</li>\n</ul>\n</li>\n</ol>\n<h3>Additional Tips for macOS Users</h3>\n<ul>\n<li>The versatility of <code>ffmpeg</code> extends beyond simple file conversion. It can also be used for streaming, video editing (cutting, merging, subtitle adding), video scaling, and much more.</li>\n<li>Always keep your Homebrew installation updated (<code>brew update</code>) to ensure you have the latest versions of software like <code>ffmpeg</code>.</li>\n<li>To learn more about <code>ffmpeg</code> and its vast array of options, consult the official documentation or specific tutorials based on your needs.</li>\n</ul>\n<p>Using <code>ffmpeg</code> installed via Homebrew will provide you with a powerful tool for handling not only video conversion tasks on macOS but also a wide range of multimedia processing activities.</p>\n</div><br />','I want to host a video for my web site from my linux server. I\'m running the Apache web server. How can I stream the video? I','','publish','open','open','','i-want-to-host-a-video-for-my-web-site-from-my-linux-server-im-running-the-apache-web-server-how-can-i-stream-the-video-i','','','2024-07-12 15:03:47','2024-07-12 20:03:47','',0,'https://johnturman.net/?p=520',0,'post','',0),(522,1,'2024-05-03 17:57:14','2024-05-03 22:57:14','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I want to host a video for my web site from my linux server. I\'m running the Apache web server. How can I stream the video? It\'s in a .mov format now.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To stream a video file, such as one in .mov format, from your Linux server running Apache, you\'ll want to ensure that the server is configured to deliver your video content efficiently and compatibly. Here\'s a broad overview of how you could do it:</p>\n<h3>Step 1: Prepare the Video File</h3>\n<ul>\n<li>\n<p><strong>Convert the Video to a Web-Friendly Format</strong>: Although <code>.mov</code> files can be played on many devices, you might want to consider converting your video to a more universally compatible format like MP4 (using the H.264 video codec and AAC audio codec). You can use a tool like <code>ffmpeg</code> to do this conversion. Example command:</p>\n<pre><code class=\"language-bash\">ffmpeg -i input.mov -vcodec h264 -acodec aac -strict -2 output.mp4\n</code></pre>\n</li>\n<li>\n<p><strong>Optimize for Web Delivery</strong>: Ensure your video is optimized for web delivery. This involves choosing appropriate bitrates, resolutions, and using progressive download features if necessary.</p>\n</li>\n</ul>\n<h3>Step 2: Upload the Video to Your Server</h3>\n<ul>\n<li><strong>Choose the Right Location</strong>: Upload your video file to a suitable location on your server where it\'s accessible to the Apache web server. Commonly, this might be within the <code>/var/www/html</code> directory or a subdirectory within it, depending on your specific Apache configuration and website structure.</li>\n</ul>\n<h3>Step 3: Configure Apache to Serve Video Content</h3>\n<ul>\n<li>\n<p><strong>Ensure the Correct MIME Type</strong>: For Apache to serve .mp4 files correctly, it should recognize the MIME type. Usually, Apache is configured out of the box to handle this, but if it\'s not serving the video file correctly, you might need to add or ensure the following line is in your Apache configuration file (<code>httpd.conf</code>) or in an <code>.htaccess</code> file within the directory serving your video:</p>\n<pre><code>AddType video/mp4 .mp4\n</code></pre>\n</li>\n<li>\n<p><strong>Enable Range Requests</strong>: This allows the server to send only parts of the video file upon request, which is crucial for seeking within the video. Apache typically supports this by default, but ensure that your configurations do not disable this feature.</p>\n</li>\n</ul>\n<h3>Step 4: Embed the Video in Your Webpage</h3>\n<p>Use HTML5\'s <code><video></code> tag to embed the video into your website. For example:</p>\n<pre><code class=\"language-html\"><video width="100%" height="auto" controls>\n <source src="path/to/your/video.mp4" type="video/mp4">\n Your browser does not support the video tag.\n</video>\n</code></pre>\n<p>Replace <code>path/to/your/video.mp4</code> with the actual path to your video file relative to the site root.</p>\n<h3>Step 5: Test Your Video</h3>\n<p>After setting up everything, you should thoroughly test the video on your site. Check it across different browsers and devices to ensure compatibility and performance. It\'s also a good idea to monitor your server\'s load and bandwidth usage, as video streaming can be resource-intensive.</p>\n<h3>Consider Caching and CDN Usage</h3>\n<p>For improved performance, especially for popular videos or high traffic sites, you might want to consider using an HTTP cache or a Content Delivery Network (CDN) to serve your video content. This can significantly reduce load on your server and improve the end-user experience by reducing latency.</p>\n<p>Streaming video from your own server is entirely doable, but keep in mind for large scale deployments or very high-quality video content, leveraging dedicated video hosting platforms or CDNs might offer better performance and scalability.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I don\'t have ffmpeg installed. Is there anything else available on linux that\'s already installed?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>If you don\'t have <code>ffmpeg</code> installed and you\'re looking for pre-installed tools on most Linux distributions to convert or manage video files, your options might be more limited as multimedia processing tools are often not included by default, especially in server environments. However, there are other tools besides <code>ffmpeg</code> for video conversion, if you are working within a desktop environment or if you have access to install software.</p>\n<h3>Tools Typically Available on Linux</h3>\n<ol>\n<li>\n<p><strong>Libav (<code>avconv</code>)</strong>: This is another tool similar to <code>ffmpeg</code> and might be pre-installed on some Linux distributions. It\'s used from the command line to convert multimedia files between formats. You would use it much like <code>ffmpeg</code>. Here is how you would convert a <code>.mov</code> file to <code>.mp4</code> with <code>avconv</code>:</p>\n<pre><code class=\"language-bash\">avconv -i input.mov -c:v libx264 -c:a aac output.mp4\n</code></pre>\n</li>\n<li>\n<p><strong>GStreamer</strong>: This is a powerful multimedia framework that might be installed by default on some Linux desktop distributions. It\'s more complex than <code>ffmpeg</code> or <code>avconv</code> but very powerful. GStreamer works with a system of pipes and filters, and it can be used for simple conversions or streaming tasks.</p>\n<p>However, constructing a GStreamer pipeline command for video conversion from scratch might be more complex than using <code>ffmpeg</code> or <code>avconv</code>. Here is a basic example of converting a <code>.mov</code> file to <code>.mp4</code>:</p>\n<pre><code class=\"language-bash\">gst-launch-1.0 filesrc location=input.mov ! decodebin ! x264enc ! mp4mux ! filesink location=output.mp4\n</code></pre>\n</li>\n</ol>\n<h3>Installation Is Often the Easier Path</h3>\n<p>If none of these options are available or if you\'re on a headless server (no GUI), your best bet might genuinely be to just install <code>ffmpeg</code>. <code>ffmpeg</code> is widely regarded as the Swiss Army knife of video and audio processing and is the backbone of many multimedia applications. It\'s not typically installed by default due to its specialized nature and licensing concerns, but it\'s straightforward to install:</p>\n<ul>\n<li>\n<p><strong>On Ubuntu/Debian-based systems</strong>:</p>\n<pre><code class=\"language-bash\">sudo apt update\nsudo apt install ffmpeg\n</code></pre>\n</li>\n<li>\n<p><strong>On CentOS/RHEL-based systems</strong> (requires enabling EPEL repository):</p>\n<pre><code class=\"language-bash\">sudo yum install epel-release\nsudo yum update\nsudo yum install ffmpeg\n</code></pre>\n</li>\n<li>\n<p><strong>On Fedora</strong>:</p>\n<pre><code class=\"language-bash\">sudo dnf install ffmpeg\n</code></pre>\n</li>\n</ul>\n<p>Given your requirement for a conversion tool that\'s already installed, you could first check if any of these suggested tools (<code>avconv</code>, <code>GStreamer</code>) are available in your system. If not, installing <code>ffmpeg</code> is highly recommended due to its efficiency, broad support for formats, and prevalent use in tutorials and documentation online.</p>\n<p>Remember, the method of installation and the availability of certain tools will depend significantly on your specific Linux distribution and its version.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> what about on Mac OS?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>On macOS, <code>ffmpeg</code> is not installed by default, but it\'s straightforward to obtain and install using package managers like Homebrew. Homebrew is a popular package manager for macOS that simplifies the installation of free and open-source software on the operating system.</p>\n<h3>Installing Homebrew (if not already installed)</h3>\n<p>First, if you haven\'t already installed Homebrew on your Mac, you can do so by opening the Terminal app and running the following command. You can find the Terminal app in the <code>/Applications/Utilities/</code> folder or by searching for it using Spotlight.</p>\n<pre><code class=\"language-bash\">/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"\n</code></pre>\n<p>This command will download and run the Homebrew installation script. Follow the on-screen instructions to complete the installation.</p>\n<h3>Installing FFmpeg with Homebrew</h3>\n<p>Once Homebrew is installed, you can easily install <code>ffmpeg</code> by running the following command in the Terminal:</p>\n<pre><code class=\"language-bash\">brew install ffmpeg\n</code></pre>\n<p>Homebrew will automatically download and install <code>ffmpeg</code> and its dependencies. After the installation is complete, you can convert your <code>.mov</code> file to <code>.mp4</code> using a command like this:</p>\n<pre><code class=\"language-bash\">ffmpeg -i input.mov -vcodec h264 -acodec aac -strict -2 output.mp4\n</code></pre>\n<h3>Alternative Tools</h3>\n<p>If for some reason installing <code>ffmpeg</code> is not an option, macOS comes with a built-in tool called <strong>QuickTime Player</strong>, which can perform basic video file conversion tasks:</p>\n<ol>\n<li><strong>Using QuickTime Player for Conversion:</strong>\n<ul>\n<li>Open the <code>.mov</code> file with QuickTime Player.</li>\n<li>Go to <code>File</code> > <code>Export As</code> or use the <code>Share</code> button (depending on your macOS version) to choose an export size.</li>\n<li>Select an option appropriate for your needs. Some export options like <code>720p</code> or <code>1080p</code> will result in an <code>.mp4</code> file, which is widely compatible with web browsers.</li>\n<li>Note that this method might not offer as much control over the output file as <code>ffmpeg</code> does, but it\'s a built-in solution that does not require additional software installation.</li>\n</ul>\n</li>\n</ol>\n<h3>Additional Tips for macOS Users</h3>\n<ul>\n<li>The versatility of <code>ffmpeg</code> extends beyond simple file conversion. It can also be used for streaming, video editing (cutting, merging, subtitle adding), video scaling, and much more.</li>\n<li>Always keep your Homebrew installation updated (<code>brew update</code>) to ensure you have the latest versions of software like <code>ffmpeg</code>.</li>\n<li>To learn more about <code>ffmpeg</code> and its vast array of options, consult the official documentation or specific tutorials based on your needs.</li>\n</ul>\n<p>Using <code>ffmpeg</code> installed via Homebrew will provide you with a powerful tool for handling not only video conversion tasks on macOS but also a wide range of multimedia processing activities.</p>\n</div><br />','I want to host a video for my web site from my linux server. I\'m running the Apache web server. How can I stream the video? I','','inherit','closed','closed','','520-revision-v1','','','2024-05-03 17:57:14','2024-05-03 22:57:14','',520,'https://johnturman.net/?p=522',0,'revision','',0),(524,3,'2024-05-03 18:38:08','2024-05-03 23:38:08','','2024-05-03','','inherit','open','closed','','2024-05-03','','','2024-05-03 18:38:08','2024-05-03 23:38:08','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-03.png',0,'attachment','image/png',0),(528,3,'2024-05-04 16:24:06','2024-05-04 21:24:06','','2024-05-04','','inherit','open','closed','','2024-05-04','','','2024-05-04 16:24:06','2024-05-04 21:24:06','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-04.png',0,'attachment','image/png',0),(529,3,'2024-05-04 17:23:23','2024-05-04 22:23:23','','2024-05-04-49ba0f18-01c2-4a63-9fde-a7c4239c35e6-0-6d06e681-b466-4948-aa03-8d753cc466c8','','inherit','open','closed','','2024-05-04-49ba0f18-01c2-4a63-9fde-a7c4239c35e6-0-6d06e681-b466-4948-aa03-8d753cc466c8','','','2024-05-04 17:23:23','2024-05-04 22:23:23','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-04-49ba0f18-01c2-4a63-9fde-a7c4239c35e6-0-6d06e681-b466-4948-aa03-8d753cc466c8.png',0,'attachment','image/png',0),(531,1,'2024-05-05 11:36:37','2024-05-05 16:36:37','<!-- wp:paragraph -->\n<p>Use chatbot to write an AI article with a featured image.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie2.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Write an Article','','inherit','closed','closed','','514-revision-v1','','','2024-05-05 11:36:37','2024-05-05 16:36:37','',514,'https://johnturman.net/?p=531',0,'revision','',0),(532,1,'2024-05-05 12:15:03','2024-05-05 17:15:03','<!-- wp:paragraph -->\n<p>This short video (3 minutes) shows how users can use Chatbot to upload, crop, and edit images using an image mask.<br><br>Note: On mobile devices, images can be taken directly from the camera when uploading (or they can be selected from the photo library on your device).<br><br>Also, there is no audio track on this video only a screen recording.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie3.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Upload, Crop, and Edit Images','','publish','open','open','','chatbot-basics-upload-crop-and-edit-images','','','2024-07-23 19:00:19','2024-07-24 00:00:19','',0,'https://johnturman.net/?p=532',0,'post','',0),(533,1,'2024-05-05 12:15:03','2024-05-05 17:15:03','<!-- wp:paragraph -->\n<p>Upload, crop, and edit images an image and edit using an image mask.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie3.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Upload, Crop, and Edit Images','','inherit','closed','closed','','532-revision-v1','','','2024-05-05 12:15:03','2024-05-05 17:15:03','',532,'https://johnturman.net/?p=533',0,'revision','',0),(534,1,'2024-05-05 13:09:02','2024-05-05 18:09:02','<!-- wp:paragraph -->\n<p>Upload, crop, and edit images using an image mask.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie3.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Upload, Crop, and Edit Images','','inherit','closed','closed','','532-revision-v1','','','2024-05-05 13:09:02','2024-05-05 18:09:02','',532,'https://johnturman.net/?p=534',0,'revision','',0),(536,1,'2024-05-27 20:39:15','2024-05-28 01:39:15','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Super fast streamed chat responses from the latest OpenAI chat model (trained through October, 2023)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>New/improved narrow widgets (Jokes, Chemical Elements, etc.)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Improved prompt management (text and image)</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','publish','open','open','','chatbot-updates','','','2024-07-23 19:02:50','2024-07-24 00:02:50','',0,'https://johnturman.net/?p=536',0,'post','',0),(537,1,'2024-05-17 20:39:15','2024-05-18 01:39:15','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Latest chat api from OpenAI (trained through October, 2023</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','inherit','closed','closed','','536-revision-v1','','','2024-05-17 20:39:15','2024-05-18 01:39:15','',536,'https://johnturman.net/?p=537',0,'revision','',0),(539,1,'2024-05-18 03:41:59','2024-05-18 08:41:59','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Latest chat api from OpenAI (trained through October, 2023</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>New/improved narrow widgets</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','inherit','closed','closed','','536-revision-v1','','','2024-05-18 03:41:59','2024-05-18 08:41:59','',536,'https://johnturman.net/?p=539',0,'revision','',0),(540,1,'2024-05-18 16:05:51','2024-05-18 21:05:51','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Latest chat api from OpenAI (trained through October, 2023)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>New/improved narrow widgets (Jokes, Chemical Elements, etc.)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Interactive quizzing</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','inherit','closed','closed','','536-revision-v1','','','2024-05-18 16:05:51','2024-05-18 21:05:51','',536,'https://johnturman.net/?p=540',0,'revision','',0),(541,1,'2024-05-18 16:23:21','2024-05-18 21:23:21','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Speedy streamed chat responses from the latest OpenAI chat model (trained through October, 2023)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>New/improved narrow widgets (Jokes, Chemical Elements, etc.)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Improved prompt management (text and image)</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','inherit','closed','closed','','536-revision-v1','','','2024-05-18 16:23:21','2024-05-18 21:23:21','',536,'https://johnturman.net/?p=541',0,'revision','',0),(542,3,'2024-05-18 16:29:57','2024-05-18 21:29:57','','2024-05-18-2','','inherit','open','closed','','2024-05-18-2','','','2024-05-18 16:29:57','2024-05-18 21:29:57','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-18-2.png',0,'attachment','image/png',0),(543,1,'2024-05-19 20:33:01','2024-05-20 01:33:01','<!-- wp:paragraph -->\n<p>The latest release for Chatbot includes </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Super fast streamed chat responses from the latest OpenAI chat model (trained through October, 2023)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Image editing and variations from recent content</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>New/improved narrow widgets (Jokes, Chemical Elements, etc.)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Improved prompt management (text and image)</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Chatbot Updates','','inherit','closed','closed','','536-revision-v1','','','2024-05-19 20:33:01','2024-05-20 01:33:01','',536,'https://johnturman.net/?p=543',0,'revision','',0),(545,1,'2024-05-19 21:40:23','2024-05-20 02:40:23','<!-- wp:group 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{\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content created by John and his chatbot.<br><br>John can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">LinkedIn</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-19 21:48:39','2024-05-20 02:48:39','',60,'https://johnturman.net/?p=549',0,'revision','',0),(551,1,'2024-05-19 23:47:54','2024-05-20 04:47:54','','2024-05-20-9','','inherit','open','closed','','2024-05-20-9','','','2024-05-19 23:47:54','2024-05-20 04:47:54','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-9.png',0,'attachment','image/png',0),(552,1,'2024-05-20 00:29:00','2024-05-20 05:29:00','','2024-05-20-2','','inherit','open','closed','','2024-05-20-2','','','2024-05-20 00:29:00','2024-05-20 05:29:00','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-2.png',0,'attachment','image/png',0),(554,1,'2024-05-20 02:28:54','2024-05-20 07:28:54','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I had tried out the ChatGPT and Dalle, and was quite impressed. Content is king for web sites, and APIs that generate text and images couldn\'t be ignored. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been a web developer for quite a while and found myself between projects. I\'d been working with Angular for about 7-8 years and knew I could handle whatever frontend work was required. I also knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write that API in Python. I also have worked with Wordpress and Drupal in the past and wanted to leverage their powerful features.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The CMSs</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with both Drupal and Wordpress. Both of these CMSs are mature and offer powerful features. I recognized (as others have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination. There is a lot of overlap between these two popular products, but I wanted to investigate integrating with both for my chatbot. I\'ve stuck with both of them and am using them both for their strengths.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML. This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Hosting the App</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For this project, I wanted to use a traditional LAMP stack, and so I created an Amazon Linux (AL2023) instance on EC2. I installed Apache, MariaDB, and also created the SSL certificates I would need using Let\'s Encrypt.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Putting It Together</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>/</p>\n<!-- /wp:paragraph -->','Documenting my Chatbot Build - Part 1 of 2','','trash','open','open','','documenting-my-chatbot-build__trashed','','','2024-07-12 07:44:19','2024-07-12 12:44:19','',0,'https://johnturman.net/?p=554',0,'post','',0),(555,1,'2024-05-20 02:28:54','2024-05-20 07:28:54','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I\'ve been a web developer for quite a while, and had been working with Angular for several years. I knew that I would need to write a pass-thru API to connect to the OpenAI backend, and I knew I wanted to write the API in Python. Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>This piece would be challenging as my Python skills were rusty, but fortunately it </p>\n<!-- /wp:paragraph -->','Documenting my Chatbot Build','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 02:28:54','2024-05-20 07:28:54','',554,'https://johnturman.net/?p=555',0,'revision','',0),(557,1,'2024-05-20 03:21:38','2024-05-20 08:21:38','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I\'ve been a web developer for quite a while, and had been working with Angular for about 7-8 years. I knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write the API in Python. Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>To give some more background, I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with Drupal and Wordpress, and worked on custom PHP applications as well. Both of these CMSs are mature and offer powerful features. I recognized (as other have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination. The challenge was on.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p> </p>\n<!-- /wp:paragraph -->','Documenting my Chatbot Build - Part 1 of 2','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 03:21:38','2024-05-20 08:21:38','',554,'https://johnturman.net/?p=557',0,'revision','',0),(558,1,'2024-05-20 03:32:44','2024-05-20 08:32:44','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I\'ve been a web developer for quite a while, and had been working with Angular for about 7-8 years. I knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write the API in Python. Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The CMSs</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>To give some more background, I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with Drupal and Wordpress, and worked on custom PHP applications as well. Both of these CMSs are mature and offer powerful features. I recognized (as other have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination. The challenge was on.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Hosting the App</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For this project, I wanted to use a traditional LAMP stack, and so I created an Amazon Linux (AL2023) instance on EC2. I installed Apache, MariaDB, and also created the SSL certificates I would need using Let\'s Encrypt.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Putting It Together</h2>\n<!-- /wp:heading -->','Documenting my Chatbot Build - Part 1 of 2','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 03:32:44','2024-05-20 08:32:44','',554,'https://johnturman.net/?p=558',0,'revision','',0),(559,1,'2024-05-20 03:38:10','2024-05-20 08:38:10','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I\'ve been a web developer for quite a while, and had been working with Angular for about 7-8 years. I knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write that API in Python. I also have worked with Wordpress and Drupal in the past and wanted to leverage their powerful features.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The CMSs</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>To give some more background, I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with Drupal and Wordpress, and worked on custom PHP applications as well. Both of these CMSs are mature and offer powerful features. I recognized (as other have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML. This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Hosting the App</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For this project, I wanted to use a traditional LAMP stack, and so I created an Amazon Linux (AL2023) instance on EC2. I installed Apache, MariaDB, and also created the SSL certificates I would need using Let\'s Encrypt.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Putting It Together</h2>\n<!-- /wp:heading -->','Documenting my Chatbot Build - Part 1 of 2','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 03:38:10','2024-05-20 08:38:10','',554,'https://johnturman.net/?p=559',0,'revision','',0),(561,1,'2024-05-20 03:53:14','2024-05-20 08:53:14','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I had tried out the ChatGPT and Dalle, and was quite impressed. Content is king for web sites, and APIs that generate text and images couldn\'t be ignored. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been a web developer for quite a while and found myself between projects. I\'d been working with Angular for about 7-8 years and knew I could handle whatever frontend work was required. I also knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write that API in Python. I also have worked with Wordpress and Drupal in the past and wanted to leverage their powerful features.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The CMSs</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with both Drupal and Wordpress. Both of these CMSs are mature and offer powerful features. I recognized (as others have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination. There is a lot of overlap between these two popular products, but I wanted to investigate integrating with both for my chatbot. I\'ve stuck with both of them and am using them both for their strengths.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML. This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Hosting the App</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For this project, I wanted to use a traditional LAMP stack, and so I created an Amazon Linux (AL2023) instance on EC2. I installed Apache, MariaDB, and also created the SSL certificates I would need using Let\'s Encrypt.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Putting It Together</h2>\n<!-- /wp:heading -->','Documenting my Chatbot Build - Part 1 of 2','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 03:53:14','2024-05-20 08:53:14','',554,'https://johnturman.net/?p=561',0,'revision','',0),(563,1,'2024-05-20 04:01:11','2024-05-20 09:01:11','<!-- wp:paragraph -->\n<p>A little over a year ago (13 billing cycles), I began building an AI chatbot based on the OpenAI APIs. I had tried out the ChatGPT and Dalle, and was quite impressed. Content is king for web sites, and APIs that generate text and images couldn\'t be ignored. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been a web developer for quite a while and found myself between projects. I\'d been working with Angular for about 7-8 years and knew I could handle whatever frontend work was required. I also knew that I would need to write a pass-thru api to connect to the OpenAI backend, and I knew I wanted to write that API in Python. I also have worked with Wordpress and Drupal in the past and wanted to leverage their powerful features.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The CMSs</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I\'ve been working a LAMP stack for most of my time as a web developer, and I gotten familiar with both Drupal and Wordpress. Both of these CMSs are mature and offer powerful features. I recognized (as others have) that using generative AI to create text and image content for one of these CMSs would be a powerful combination. There is a lot of overlap between these two popular products, but I wanted to investigate integrating with both for my chatbot. I\'ve stuck with both of them and am using them both for their strengths.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Python Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Using Python would allow the api to grow beyond a pass-thru api and use the rich set of libraries available for working with generative AI/ML. This was going to be perhaps the most challenging part. I had to begin patiently by getting back up to speed on Python. My previous experience had been with a very early version of Python 2, and really, it was better to start from scratch with the tutorial. I was only intending to write a pass-thru api with Python, and I was going to be generating as much code using AI as I could, but this was a critical piece and I needed to get it right. It wasn\'t until many months later that I found FastAPI. More on this later. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">The Angular Part</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>I had a solid idea how I wanted to build out the frontend, and began building out the nested dashboards right away. I needed a way to extend functionality and have dashboards made up of cards to be very practical. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>I knew I would need an extensible system of widgets as well. Especially with narrow AI, the system could need to support dozens or even hundres of widgets. I packed as much functionality as I could in base classes and services so that the widgets themselves would be as lean as possible. I then began building out the dashboards and widgets I would need.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Hosting the App</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For this project, I wanted to use a traditional LAMP stack, and so I created an Amazon Linux (AL2023) instance on EC2. I installed Apache, MariaDB, and also created the SSL certificates I would need using Let\'s Encrypt.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Putting It Together</h2>\n<!-- /wp:heading -->\n\n<!-- wp:paragraph -->\n<p>/</p>\n<!-- /wp:paragraph -->','Documenting my Chatbot Build - Part 1 of 2','','inherit','closed','closed','','554-revision-v1','','','2024-05-20 04:01:11','2024-05-20 09:01:11','',554,'https://johnturman.net/?p=563',0,'revision','',0),(564,1,'2024-05-22 00:19:18','2024-05-22 05:19:18','<!-- wp:navigation-link {\"label\":\"About\",\"type\":\"page\",\"id\":60,\"url\":\"https://johnturman.net/about/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chat\",\"type\":\"category\",\"id\":5,\"url\":\"https://johnturman.net/category/ai-chat/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Gallery\",\"type\":\"page\",\"id\":243,\"url\":\"https://johnturman.net/gallery/\",\"kind\":\"post-type\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Demo\",\"type\":\"category\",\"id\":12,\"url\":\"https://johnturman.net/category/demo/\",\"kind\":\"taxonomy\"} /-->\n\n<!-- wp:navigation-link {\"label\":\"Chatbot\",\"type\":\"link\",\"url\":\"https://ai.johnturman.net\",\"kind\":\"custom\"} /-->','Navigation 18','','inherit','closed','closed','','407-revision-v1','','','2024-05-22 00:19:18','2024-05-22 05:19:18','',407,'https://johnturman.net/?p=564',0,'revision','',0),(567,1,'2024-05-23 02:53:28','2024-05-23 07:53:28','','favicon','','inherit','open','closed','','favicon-2','','','2024-05-23 02:53:28','2024-05-23 07:53:28','',0,'https://johnturman.net/wp-content/uploads/2024/05/favicon.png',0,'attachment','image/png',0),(568,1,'2024-05-23 03:06:27','2024-05-23 08:06:27','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\"><br>I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-23 03:06:27','2024-05-23 08:06:27','',60,'https://johnturman.net/?p=568',0,'revision','',0),(569,1,'2024-05-23 03:07:38','2024-05-23 08:07:38','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-large-font-size\" style=\"line-height:1.2\"><br>Feedback appreciated. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-23 03:07:38','2024-05-23 08:07:38','',60,'https://johnturman.net/?p=569',0,'revision','',0),(570,1,'2024-05-23 03:08:23','2024-05-23 08:08:23','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.<br><br>John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-large-font-size\" style=\"line-height:1.2\"><br>Feedback appreciated. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-23 03:08:23','2024-05-23 08:08:23','',60,'https://johnturman.net/?p=570',0,'revision','',0),(571,1,'2024-05-23 03:09:54','2024-05-23 08:09:54','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.<br><br>John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-large-font-size\" style=\"line-height:1.2\"><br>Feedback is appreciated! Full demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-23 03:09:54','2024-05-23 08:09:54','',60,'https://johnturman.net/?p=571',0,'revision','',0),(573,1,'2024-05-23 03:10:27','2024-05-23 08:10:27','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.<br><br>John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-large-font-size\" style=\"line-height:1.2\"><br>Feedback is appreciated! Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-23 03:10:27','2024-05-23 08:10:27','',60,'https://johnturman.net/?p=573',0,'revision','',0),(574,1,'2024-05-23 18:36:37','2024-05-23 23:36:37','<!-- wp:paragraph -->\n<p>This short video (3 minutes) shows how users can is upload, crop, and edit images using an image mask.<br><br>Note: On mobile devices, images can be taken directly from the camera when uploading (or they can be selected from the photo library on your device).<br><br>Also, there is no audio track on this video only a screen recording.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie3.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Upload, Crop, and Edit Images','','inherit','closed','closed','','532-autosave-v1','','','2024-05-23 18:36:37','2024-05-23 23:36:37','',532,'https://johnturman.net/?p=574',0,'revision','',0),(575,1,'2024-05-23 18:37:23','2024-05-23 23:37:23','<!-- wp:paragraph -->\n<p>This short video (3 minutes) shows how users can use Chatbot to upload, crop, and edit images using an image mask.<br><br>Note: On mobile devices, images can be taken directly from the camera when uploading (or they can be selected from the photo library on your device).<br><br>Also, there is no audio track on this video only a screen recording.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie3.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Upload, Crop, and Edit Images','','inherit','closed','closed','','532-revision-v1','','','2024-05-23 18:37:23','2024-05-23 23:37:23','',532,'https://johnturman.net/?p=575',0,'revision','',0),(577,1,'2024-05-23 18:41:50','2024-05-23 23:41:50','<!-- wp:paragraph -->\n<p>This 6 minute video shows how users can use Chatbot to write an AI article with a featured image and add the article to a Wordpress site.<br><br>Note: The is no audio track in this video, only a screen recording.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:video -->\n<figure class=\"wp-block-video\"><video controls src=\"https://johnturman.net/wp-content/uploads/movie2.mp4\"></video></figure>\n<!-- /wp:video -->','Chatbot Basics: Write an Article','','inherit','closed','closed','','514-revision-v1','','','2024-05-23 18:41:50','2024-05-23 23:41:50','',514,'https://johnturman.net/?p=577',0,'revision','',0),(578,3,'2024-05-24 09:37:47','2024-05-24 14:37:47','','2024-05-24','','inherit','open','closed','','2024-05-24','','','2024-05-24 09:37:47','2024-05-24 14:37:47','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-24.png',0,'attachment','image/png',0),(579,3,'2024-05-25 17:14:25','2024-05-25 22:14:25','','2024-05-25-1','','inherit','open','closed','','2024-05-25-1','','','2024-05-25 17:14:25','2024-05-25 22:14:25','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-25-1.png',0,'attachment','image/png',0),(582,1,'2024-05-25 20:48:40','2024-05-26 01:48:40','','2024-05-25-4','','inherit','open','closed','','2024-05-25-4','','','2024-05-25 20:48:40','2024-05-26 01:48:40','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-25-4.png',0,'attachment','image/png',0),(585,1,'2024-05-25 21:01:00','2024-05-26 02:01:00','<!-- wp:paragraph -->\n<p>Images can now be directly saved from Chatbot to the Media Library. This functionality can be accessed by hovering over any image and using the contextual actions. The image save feature is available to all users.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Note: Images are not published automatically. The images canl be added later to a post/article, image gallery, etc. and published along with this content.</p>\n<!-- /wp:paragraph -->','Saving Images to the Media Library','','inherit','closed','closed','','382-revision-v1','','','2024-05-25 21:01:00','2024-05-26 02:01:00','',382,'https://johnturman.net/?p=585',0,'revision','',0),(586,1,'2024-04-26 01:57:20','2024-04-26 06:57:20','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong><br>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 43</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>You are correct!</p>\n<p><strong>Question 2:</strong><br>\nWho discovered Technetium?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> Perrier and Segre</p></div>\n<!-- /wp:html -->\n\n<!-- wp:image {\"id\":854,\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-default\"} -->\n<figure class=\"wp-block-image size-full is-style-default\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-1.jpg\" alt=\"\" class=\"wp-image-854\" style=\"object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again!</p>\n<p><strong>Question 3:</strong><br>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> used as a radiopharmaceutical</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s correct!</p>\n<p><strong>Question 4:</strong><br>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 4.2 Million Years</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div>\n<!-- /wp:html -->','(Quiz) Chemical Element: Technetium (Tc)','','publish','open','open','','chemical-element-technetium-tc','','','2024-07-25 13:30:10','2024-07-25 18:30:10','',0,'https://johnturman.net/?p=586',0,'post','',0),(588,1,'2024-05-26 01:57:20','2024-05-26 06:57:20','<div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 43</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You are correct!</p>\n<p><strong>Question 2:</strong>\nWho discovered Technetium?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Perrier and Segre</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Correct again!</p>\n<p><strong>Question 3:</strong>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> used as a radiopharmaceutical</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>That\'s correct!</p>\n<p><strong>Question 4:</strong>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4.2 Million Years</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div><br />','Chemical Element: Technetium (Tc)','','inherit','closed','closed','','586-revision-v1','','','2024-05-26 01:57:20','2024-05-26 06:57:20','',586,'https://johnturman.net/?p=588',0,'revision','',0),(589,1,'2024-05-26 02:38:31','2024-05-26 07:38:31','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.<br><br>John</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-large-font-size\" style=\"line-height:1.2\"><br>Feedback is appreciated! Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-26 02:38:31','2024-05-26 07:38:31','',60,'https://johnturman.net/?p=589',0,'revision','',0),(590,1,'2024-05-26 03:12:39','2024-05-26 08:12:39','<div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry to join me. Thanks for gracing me with your presence!</p>\n<p>Alright, let’s kick this off with a brain-buster:</p>\n<p>Why did the scarecrow win an award?</p>\n<p>Come on, take a guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> it was out standing in it\'s field, right?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, you got me! Clearly, you’ve got a keen sense for corn-y humor. Let’s try another one:</p>\n<p>What do you get if you cross a snowman and a vampire?</p>\n<p>Got any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> i give up</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Frostbite!</p>\n<p>Alright, let’s keep this fun going. Here’s another one for you:</p>\n<p>Why don’t scientists trust atoms?</p>\n<p>Take a wild guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> they\'ve been known to split?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Good guess, but the answer is: because they make up everything!</p>\n<p>Alright, let\'s keep this comedy train chugging along. So, what do you call a sleepwalking nun?</p>\n<p>Any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> give me a clue?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure! Let\'s say she might be having a bit of a "habitual" problem involving footwear.</p>\n<p>Any thoughts now?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> nope</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, I\'ll spill the beans: it\'s a "roamin\' Catholic!"</p>\n<p>Let\'s keep it rolling! How about this one: Why did the bicycle fall over?</p>\n<p>Take a guess!</p>\n</div><br />','(Jokes) Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry ...','','publish','open','open','','ah-there-you-are-i-see-you-took-a-break-from-your-busy-schedule-of-binge-watching-reality-tv-and-losing-socks-in-the-laundry','','','2024-07-23 19:01:01','2024-07-24 00:01:01','',0,'https://johnturman.net/?p=590',0,'post','',0),(592,1,'2024-05-26 03:12:39','2024-05-26 08:12:39','<div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry to join me. Thanks for gracing me with your presence!</p>\n<p>Alright, let’s kick this off with a brain-buster:</p>\n<p>Why did the scarecrow win an award?</p>\n<p>Come on, take a guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> it was out standing in it\'s field, right?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, you got me! Clearly, you’ve got a keen sense for corn-y humor. Let’s try another one:</p>\n<p>What do you get if you cross a snowman and a vampire?</p>\n<p>Got any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> i give up</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Frostbite!</p>\n<p>Alright, let’s keep this fun going. Here’s another one for you:</p>\n<p>Why don’t scientists trust atoms?</p>\n<p>Take a wild guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> they\'ve been known to split?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Good guess, but the answer is: because they make up everything!</p>\n<p>Alright, let\'s keep this comedy train chugging along. So, what do you call a sleepwalking nun?</p>\n<p>Any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> give me a clue?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure! Let\'s say she might be having a bit of a "habitual" problem involving footwear.</p>\n<p>Any thoughts now?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> nope</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, I\'ll spill the beans: it\'s a "roamin\' Catholic!"</p>\n<p>Let\'s keep it rolling! How about this one: Why did the bicycle fall over?</p>\n<p>Take a guess!</p>\n</div><br />','Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry ...','','inherit','closed','closed','','590-revision-v1','','','2024-05-26 03:12:39','2024-05-26 08:12:39','',590,'https://johnturman.net/?p=592',0,'revision','',0),(594,1,'2024-05-26 03:25:41','2024-05-26 08:25:41','<div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry to join me. Thanks for gracing me with your presence!</p>\n<p>Alright, let’s kick this off with a brain-buster:</p>\n<p>Why did the scarecrow win an award?</p>\n<p>Come on, take a guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> it was out standing in it\'s field, right?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ah, you got me! Clearly, you’ve got a keen sense for corn-y humor. Let’s try another one:</p>\n<p>What do you get if you cross a snowman and a vampire?</p>\n<p>Got any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> i give up</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Frostbite!</p>\n<p>Alright, let’s keep this fun going. Here’s another one for you:</p>\n<p>Why don’t scientists trust atoms?</p>\n<p>Take a wild guess!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> they\'ve been known to split?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Good guess, but the answer is: because they make up everything!</p>\n<p>Alright, let\'s keep this comedy train chugging along. So, what do you call a sleepwalking nun?</p>\n<p>Any guesses?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> give me a clue?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure! Let\'s say she might be having a bit of a "habitual" problem involving footwear.</p>\n<p>Any thoughts now?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> nope</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, I\'ll spill the beans: it\'s a "roamin\' Catholic!"</p>\n<p>Let\'s keep it rolling! How about this one: Why did the bicycle fall over?</p>\n<p>Take a guess!</p>\n</div><br />','(Jokes) Ah, there you are! I see you took a break from your busy schedule of binge-watching reality TV and losing socks in the laundry ...','','inherit','closed','closed','','590-revision-v1','','','2024-05-26 03:25:41','2024-05-26 08:25:41','',590,'https://johnturman.net/?p=594',0,'revision','',0),(596,1,'2024-05-26 04:04:31','2024-05-26 09:04:31','','2024-05-26-12','','inherit','open','closed','','2024-05-26-12','','','2024-05-26 04:04:31','2024-05-26 09:04:31','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-26-12.png',0,'attachment','image/png',0),(597,1,'2024-05-26 04:04:33','2024-05-26 09:04:33','','2024-05-26','','inherit','open','closed','','2024-05-26','','','2024-05-26 04:04:33','2024-05-26 09:04:33','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-26.png',0,'attachment','image/png',0),(598,1,'2024-05-26 04:20:40','2024-05-26 09:20:40','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image 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-->','Gallery','','inherit','closed','closed','','243-revision-v1','','','2024-05-26 04:28:33','2024-05-26 09:28:33','',243,'https://johnturman.net/?p=600',0,'revision','',0),(601,1,'2024-05-26 04:53:12','2024-05-26 09:53:12','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":493,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-28-2.png\" alt=\"\" class=\"wp-image-493\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":492,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"https://wp.johnturman.net/wp-content/uploads/2024/04/2024-04-28-1.png\" alt=\"\" class=\"wp-image-492\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image 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{\"lightbox\":{\"enabled\":true},\"id\":595,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-26-9.png\" alt=\"\" class=\"wp-image-595\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":551,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-9.png\" alt=\"\" class=\"wp-image-551\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Gallery','','inherit','closed','closed','','243-revision-v1','','','2024-05-26 04:53:12','2024-05-26 09:53:12','',243,'https://johnturman.net/?p=601',0,'revision','',0),(602,1,'2024-05-27 17:55:49','0000-00-00 00:00:00','<div class=\"chat-message\"></div>\n<span style=\"color: #ce93d8; font-weight: bold; font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">Chatbot:</span>\n<div class=\"chat-message\">\n\nHello, John! Welcome to the blackjack table. Let\'s get started. You currently have $100 and you\'ll bet $10 for this hand. Here we go!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 7 of Hearts</li>\n <li>Card 2: 8 of Spades</li>\n</ul>\nTotal: 15\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): Queen of Diamonds</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: Queen of Diamonds.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 15 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 15. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): Queen of Diamonds</li>\n <li>Card 2 (face down): 5 of Clubs</li>\n</ul>\nTotal: 15\n\nSince the dealer has 15, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 6 of Spades</li>\n</ul>\nDealer\'s new total: 21\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 21 against your 15.\n\nYou lose your bet of $10.\n<h3>Current Balance</h3>\nYou now have $90.\n<h3>Next Hand</h3>\nYour current bet is $10. Would you like to change your bet, or keep it at $10 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'ve raised your bet to $25 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 10 of Clubs</li>\n <li>Card 2: 6 of Diamonds</li>\n</ul>\nTotal: 16\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 4 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 4 of Hearts.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 16 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 16. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 4 of Hearts</li>\n <li>Card 2 (face down): 9 of Spades</li>\n</ul>\nTotal: 13\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 7 of Clubs</li>\n</ul>\nDealer\'s new total: 20\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 20 against your 16.\n\nYou lose your bet of $25.\n<h3>Current Balance</h3>\nYou now have $65.\n<h3>Next Hand</h3>\nYour current bet is $25. Would you like to change your bet, or keep it at $25 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'ll keep your bet at $25 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: Ace of Spades</li>\n <li>Card 2: 7 of Hearts</li>\n</ul>\nTotal: 18 (or 8, depending on how you use the Ace)\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): King of Clubs</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: King of Clubs.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 18 right now if you use the Ace as 11.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 18. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): King of Clubs</li>\n <li>Card 2 (face down): 3 of Diamonds</li>\n</ul>\nTotal: 13\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 5 of Spades</li>\n</ul>\nDealer\'s new total: 18\n<h3>Outcome</h3>\nIt\'s a tie! Both you and the dealer have a total of 18.\n\nYou get your $25 back.\n<h3>Current Balance</h3>\nYou still have $65.\n<h3>Next Hand</h3>\nYour current bet is $25. Would you like to change your bet, or keep it at $25 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nBet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'re betting it all—your entire $65—for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 9 of Diamonds</li>\n <li>Card 2: 6 of Clubs</li>\n</ul>\nTotal: 15\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 8 of Spades</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 8 of Spades.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 15 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re hitting with a current total of 15. Here we go!\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 9 of Diamonds</li>\n <li>Card 2: 6 of Clubs</li>\n <li>Card 3: 4 of Hearts</li>\n</ul>\nTotal: 19\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 19 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 19. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 8 of Spades</li>\n <li>Card 2 (face down): 7 of Diamonds</li>\n</ul>\nTotal: 15\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 2 of Clubs</li>\n</ul>\nDealer\'s new total: 17\n<h3>Outcome</h3>\nYou win this hand with a total of 19 against the dealer\'s 17!\n\nYou win your bet of $65.\n<h3>Current Balance</h3>\nYou now have $130.\n<h3>Next Hand</h3>\nYour current bet is $65. Would you like to change your bet, or keep it at $65 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n130\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John! You\'re going all in with your $130 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: King of Hearts</li>\n <li>Card 2: 8 of Clubs</li>\n</ul>\nTotal: 18\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 5 of Spades</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 5 of Spades.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 18 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re sticking with your total of 18. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 5 of Spades</li>\n <li>Card 2 (face down): 7 of Hearts</li>\n</ul>\nTotal: 12\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 8 of Diamonds</li>\n</ul>\nDealer\'s new total: 20\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 20 against your 18.\n\nYou lose your bet of $130.\n<h3>Current Balance</h3>\nYou are now out of money.\n<h3>End of Game</h3>\nUnfortunately, you\'ve run out of money, so the game is over.\n\nThank you for playing, John! If you’d like to play again or have any questions, feel free to ask.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nCan I split a pair in this game?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYes, John, you can split a pair if you receive two cards of the same value. When you choose to split, you\'ll create two separate hands, and each of those hands will receive an additional card. You will need to place an additional bet equal to your original bet for the second hand.\n\nHowever, since you\'ve run out of money, you\'ll need to start a new game if you\'d like to continue, and we\'d go back to your initial $100 balance. Would you like to start a new game?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nYes\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGreat, John! Let\'s start a new game. You have $100 to begin with. Your initial bet will be $10 unless you specify otherwise. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 8 of Spades</li>\n</ul>\nTotal: 16\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 9 of Hearts.\n<h3>Your Choices</h3>\nWould you like to:\n<ol>\n <li><strong>Split</strong> (since you have a pair)</li>\n <li><strong>Hit</strong> (take another card)</li>\n <li><strong>Stick</strong> (keep your current hand)</li>\n</ol>\n(Remember, your total is 16 right now if you choose not to split.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n1\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve chosen to split your pair of 8s into two separate hands. This means your total bet will be $20 ($10 for each new hand). Let\'s deal the cards!\n<h3>Hand 1:</h3>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 3 of Clubs</li>\n</ul>\nTotal: 11\n<h3>Hand 2:</h3>\n<ul>\n <li>Card 1: 8 of Spades</li>\n <li>Card 2: Queen of Hearts</li>\n</ul>\nTotal: 18\n<h3>Dealer\'s Hand:</h3>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\n<h3>Decisions for Each Hand:</h3>\n<h4>Hand 1 (Total: 11)</h4>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n<h4>Hand 2 (Total: 18)</h4>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nHit hand 1. Stick on hand 2.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nLet\'s start with Hand 1, where you\'re choosing to hit.\n<h3>Hand 1:</h3>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 3 of Clubs</li>\n <li>Card 3: 9 of Clubs</li>\n</ul>\nTotal: 20\n\nYou have a total of 20 for Hand 1.\n\nFor Hand 2, you\'re sticking with the total of 18.\n<h3>Dealer\'s Hand:</h3>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down): 7 of Diamonds</li>\n</ul>\nTotal: 16\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 3 of Spades</li>\n</ul>\nDealer\'s new total: 19\n<h3>Outcome</h3>\n<ul>\n <li><strong>Hand 1 (Total: 20)</strong>: You win against the dealer\'s 19! You win $10.</li>\n <li><strong>Hand 2 (Total: 18)</strong>: You lose against the dealer\'s 19. You lose $10.</li>\n</ul>\n<h3>Current Balance</h3>\nYou now have $100 (you won $10 and lost $10).\n<h3>Next Hand</h3>\nYour current bet is $10 per hand. Would you like to change your bet, or keep it at $10 for the next hand?\n\n</div>\n ','(Blackjack) John Splits a Pair of 8s (and gets away with it).','','pending','open','open','','','','','2024-05-27 17:55:49','2024-05-27 22:55:49','',0,'https://johnturman.net/?p=602',0,'post','',0),(604,1,'2024-05-27 17:55:49','2024-05-27 22:55:49','<div class=\"chat-message\"></div>\n<span style=\"color: #ce93d8; font-weight: bold; font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">Chatbot:</span>\n<div class=\"chat-message\">\n\nHello, John! Welcome to the blackjack table. Let\'s get started. You currently have $100 and you\'ll bet $10 for this hand. Here we go!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 7 of Hearts</li>\n <li>Card 2: 8 of Spades</li>\n</ul>\nTotal: 15\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): Queen of Diamonds</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: Queen of Diamonds.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 15 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 15. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): Queen of Diamonds</li>\n <li>Card 2 (face down): 5 of Clubs</li>\n</ul>\nTotal: 15\n\nSince the dealer has 15, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 6 of Spades</li>\n</ul>\nDealer\'s new total: 21\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 21 against your 15.\n\nYou lose your bet of $10.\n<h3>Current Balance</h3>\nYou now have $90.\n<h3>Next Hand</h3>\nYour current bet is $10. Would you like to change your bet, or keep it at $10 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'ve raised your bet to $25 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 10 of Clubs</li>\n <li>Card 2: 6 of Diamonds</li>\n</ul>\nTotal: 16\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 4 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 4 of Hearts.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 16 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 16. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 4 of Hearts</li>\n <li>Card 2 (face down): 9 of Spades</li>\n</ul>\nTotal: 13\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 7 of Clubs</li>\n</ul>\nDealer\'s new total: 20\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 20 against your 16.\n\nYou lose your bet of $25.\n<h3>Current Balance</h3>\nYou now have $65.\n<h3>Next Hand</h3>\nYour current bet is $25. Would you like to change your bet, or keep it at $25 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'ll keep your bet at $25 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: Ace of Spades</li>\n <li>Card 2: 7 of Hearts</li>\n</ul>\nTotal: 18 (or 8, depending on how you use the Ace)\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): King of Clubs</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: King of Clubs.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 18 right now if you use the Ace as 11.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 18. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): King of Clubs</li>\n <li>Card 2 (face down): 3 of Diamonds</li>\n</ul>\nTotal: 13\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 5 of Spades</li>\n</ul>\nDealer\'s new total: 18\n<h3>Outcome</h3>\nIt\'s a tie! Both you and the dealer have a total of 18.\n\nYou get your $25 back.\n<h3>Current Balance</h3>\nYou still have $65.\n<h3>Next Hand</h3>\nYour current bet is $25. Would you like to change your bet, or keep it at $25 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nBet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'re betting it all—your entire $65—for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 9 of Diamonds</li>\n <li>Card 2: 6 of Clubs</li>\n</ul>\nTotal: 15\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 8 of Spades</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 8 of Spades.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 15 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re hitting with a current total of 15. Here we go!\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 9 of Diamonds</li>\n <li>Card 2: 6 of Clubs</li>\n <li>Card 3: 4 of Hearts</li>\n</ul>\nTotal: 19\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 19 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve decided to stick with your total of 19. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 8 of Spades</li>\n <li>Card 2 (face down): 7 of Diamonds</li>\n</ul>\nTotal: 15\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 2 of Clubs</li>\n</ul>\nDealer\'s new total: 17\n<h3>Outcome</h3>\nYou win this hand with a total of 19 against the dealer\'s 17!\n\nYou win your bet of $65.\n<h3>Current Balance</h3>\nYou now have $130.\n<h3>Next Hand</h3>\nYour current bet is $65. Would you like to change your bet, or keep it at $65 for the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n130\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John! You\'re going all in with your $130 for this hand. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: King of Hearts</li>\n <li>Card 2: 8 of Clubs</li>\n</ul>\nTotal: 18\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 5 of Spades</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 5 of Spades.\n<h3>Your Choices</h3>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n(Remember, your total is 18 right now.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re sticking with your total of 18. Let\'s see what the dealer has and play out the rest of the hand.\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 5 of Spades</li>\n <li>Card 2 (face down): 7 of Hearts</li>\n</ul>\nTotal: 12\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 8 of Diamonds</li>\n</ul>\nDealer\'s new total: 20\n<h3>Outcome</h3>\nThe dealer wins this hand with a total of 20 against your 18.\n\nYou lose your bet of $130.\n<h3>Current Balance</h3>\nYou are now out of money.\n<h3>End of Game</h3>\nUnfortunately, you\'ve run out of money, so the game is over.\n\nThank you for playing, John! If you’d like to play again or have any questions, feel free to ask.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nCan I split a pair in this game?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYes, John, you can split a pair if you receive two cards of the same value. When you choose to split, you\'ll create two separate hands, and each of those hands will receive an additional card. You will need to place an additional bet equal to your original bet for the second hand.\n\nHowever, since you\'ve run out of money, you\'ll need to start a new game if you\'d like to continue, and we\'d go back to your initial $100 balance. Would you like to start a new game?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nYes\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGreat, John! Let\'s start a new game. You have $100 to begin with. Your initial bet will be $10 unless you specify otherwise. Let\'s deal the cards!\n<h3>Dealing Cards</h3>\n<h4>Your Hand:</h4>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 8 of Spades</li>\n</ul>\nTotal: 16\n<h4>Dealer\'s Hand:</h4>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\nYou can see that the dealer has one visible card: 9 of Hearts.\n<h3>Your Choices</h3>\nWould you like to:\n<ol>\n <li><strong>Split</strong> (since you have a pair)</li>\n <li><strong>Hit</strong> (take another card)</li>\n <li><strong>Stick</strong> (keep your current hand)</li>\n</ol>\n(Remember, your total is 16 right now if you choose not to split.)\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n1\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'ve chosen to split your pair of 8s into two separate hands. This means your total bet will be $20 ($10 for each new hand). Let\'s deal the cards!\n<h3>Hand 1:</h3>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 3 of Clubs</li>\n</ul>\nTotal: 11\n<h3>Hand 2:</h3>\n<ul>\n <li>Card 1: 8 of Spades</li>\n <li>Card 2: Queen of Hearts</li>\n</ul>\nTotal: 18\n<h3>Dealer\'s Hand:</h3>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down)</li>\n</ul>\n<h3>Decisions for Each Hand:</h3>\n<h4>Hand 1 (Total: 11)</h4>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n<h4>Hand 2 (Total: 18)</h4>\nWould you like to \"hit\" (take another card) or \"stick\" (keep your current hand)?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nHit hand 1. Stick on hand 2.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nLet\'s start with Hand 1, where you\'re choosing to hit.\n<h3>Hand 1:</h3>\n<ul>\n <li>Card 1: 8 of Diamonds</li>\n <li>Card 2: 3 of Clubs</li>\n <li>Card 3: 9 of Clubs</li>\n</ul>\nTotal: 20\n\nYou have a total of 20 for Hand 1.\n\nFor Hand 2, you\'re sticking with the total of 18.\n<h3>Dealer\'s Hand:</h3>\n<ul>\n <li>Card 1 (visible): 9 of Hearts</li>\n <li>Card 2 (face down): 7 of Diamonds</li>\n</ul>\nTotal: 16\n\nSince the dealer\'s total is less than 17, the dealer must hit.\n<h4>Dealer draws:</h4>\n<ul>\n <li>Card 3: 3 of Spades</li>\n</ul>\nDealer\'s new total: 19\n<h3>Outcome</h3>\n<ul>\n <li><strong>Hand 1 (Total: 20)</strong>: You win against the dealer\'s 19! You win $10.</li>\n <li><strong>Hand 2 (Total: 18)</strong>: You lose against the dealer\'s 19. You lose $10.</li>\n</ul>\n<h3>Current Balance</h3>\nYou now have $100 (you won $10 and lost $10).\n<h3>Next Hand</h3>\nYour current bet is $10 per hand. Would you like to change your bet, or keep it at $10 for the next hand?\n\n</div>\n ','(Blackjack) John Splits a Pair of 8s (and gets away with it).','','inherit','closed','closed','','602-revision-v1','','','2024-05-27 17:55:49','2024-05-27 22:55:49','',602,'https://johnturman.net/?p=604',0,'revision','',0),(605,1,'2024-05-27 18:39:28','2024-05-27 23:39:28','','2024-05-27','','inherit','open','closed','','2024-05-27','','','2024-05-27 18:39:28','2024-05-27 23:39:28','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-27.png',0,'attachment','image/png',0),(606,1,'2024-05-27 19:30:06','2024-05-28 00:30:06','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium); font-weight: bold;\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nHello John! Welcome to the blackjack table. You’re starting with $100. Each hand will have a default bet of $10, but you can change it after the first hand.\n\nLet\'s get started! Here are your first two cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 10 = 18</strong>.\n\nNow, let’s reveal my cards:\n<ol>\n <li><strong>7 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 18. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>7 of Clubs</li>\n <li>5 of Hearts</li>\n</ol>\nSo, I have 12. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>6 of Spades</li>\n</ol>\nThat brings my total to 18. Since it\'s a tie, the hand is a push, and you neither win nor lose money.\n\nYour current balance remains $100. Your current bet is $10 per hand.\n\nWould you like to keep the bet at $10, or change your bet amount? Also, shall we deal the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. Your new bet is $25 for the next hand.\n\nLet\'s deal the cards for the new hand:\n\nYour cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>9 + 7 = 16</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>6 of Hearts</li>\n <li>10 of Spades</li>\n</ol>\nSo, I have 16. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>2 of Clubs</li>\n</ol>\nThat brings my total to 18. So, unfortunately, you lose this hand since my 18 beats your 16.\n\nYour new balance is now $75.\n\nYour current bet is $25 per hand.\n\nWould you like to keep the bet at $25, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n75\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'ve decided to bet $75 for this hand. This is a big one, so good luck!\n\nLet\'s deal the cards for this hand:\n\nYour cards:\n<ol>\n <li><strong>Jack of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, you have: <strong>10 + 5 = 15</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>Queen of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>6 of Diamonds</strong></li>\n</ol>\nSo, now you have: <strong>10 + 5 + 6 = 21</strong>.\n\nThat\'s a perfect 21!\n\nLet\'s reveal my cards to see if I can tie or beat that:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>9 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>10 + 9 = 19</strong>.\n\nYou win this hand, John!\n\nYour new balance is $75 (previous balance) + $75 (your winnings) = $150.\n\nYour current bet is $75 per hand.\n\nWould you like to keep the bet at $75, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in with a $150 bet. This is an exciting hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Clubs</strong></li>\n <li><strong>4 of Hearts</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Diamonds</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Spades</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 7 = 19</strong>.\n\nA strong hand! Would you like to hit again or stick with your 19?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 19. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>8 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>6 + 8 = 14</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Clubs</strong></li>\n</ol>\nThat brings my total to 19.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $150.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n150\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $150 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>10 of Diamonds</strong></li>\n <li><strong>Ace of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>9 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>6 of Hearts</strong>\n\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nThat brings my total to 22, which means I bust!\n\nYou win this hand, John! Since you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $150 (previous balance) + $225 (your winnings) = <strong>$375</strong>.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you’re betting it all with a whopping $375. Best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>King of Hearts</strong></li>\n <li><strong>3 of Clubs</strong></li>\n</ol>\nSo, you have: <strong>10 + 3 = 13</strong>.\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Hearts</strong></li>\n</ol>\nNow you have: <strong>10 + 3 + 7 = 20</strong>.\n\nA strong hand! Would you like to hit again or stick with your 20?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 20. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>9 of Diamonds</strong></li>\n</ol>\nSo, I have: <strong>7 + 9 = 16</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>4 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>7 + 9 + 4 = 20</strong>.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $375.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n375\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $375 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>7 of Diamonds</strong></li>\n <li><strong>Queen of Hearts</strong></li>\n</ol>\nSo, you have: <strong>7 + 10 = 17</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>3 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>9 + 3 = 12</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>10 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>9 + 3 + 10 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $375 (previous balance) + $375 (your winnings) = <strong>$750</strong>.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'re going all in with a $750 bet. This is a critical hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>6 of Clubs</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>6 + 10 = 16</strong>.\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>8 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, I have: <strong>8 + 5 = 13</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>9 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>8 + 5 + 9 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $750 (previous balance) + $750 (your winnings) = <strong>$1,500</strong>.\n\nWould you like to keep the bet at $750, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in again with a $1,500 bet. Good luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>Ace of Diamonds</strong></li>\n <li><strong>King of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>10 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>7 of Clubs</strong>\n\nSo, I have: <strong>10 + 7 = 17</strong>.\n\nYou win this hand with a Blackjack!\n\nSince you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $1,500 (previous balance) + $2,250 (your winnings) = <strong>$3,750</strong>.\n\nWould you like to keep the bet at $1,500, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nWow, John, you\'re going all in again with a $3,750 bet. This is a crucial hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Spades</strong></li>\n <li><strong>4 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>5 of Hearts</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 5 = 17</strong>.\n\nWould you like to hit again or stick with your 17?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>6 of Clubs</strong></li>\n</ol>\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Diamonds</strong></li>\n</ol>\nThat brings my total to <strong>9 + 6 + 5 = 20</strong>.\n\nUnfortunately, my 20 beats your 17. You lose this hand, John.\n\nYour new balance is $0.\n\nI\'m sorry, John, but the game is over since you are out of money. It was great dealing for you! Feel free to come back any time.\n\n</div>\n ','(Blackjack) John builds up, doubles down, loses it all.','','publish','open','open','','blackjack-john-builds-up-doubles-down-loses-it-all','','','2024-07-23 19:01:55','2024-07-24 00:01:55','',0,'https://johnturman.net/?p=606',0,'post','',0),(608,1,'2024-05-27 19:30:06','2024-05-28 00:30:06','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium); font-weight: bold;\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nHello John! Welcome to the blackjack table. You’re starting with $100. Each hand will have a default bet of $10, but you can change it after the first hand.\n\nLet\'s get started! Here are your first two cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 10 = 18</strong>.\n\nNow, let’s reveal my cards:\n<ol>\n <li><strong>7 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 18. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>7 of Clubs</li>\n <li>5 of Hearts</li>\n</ol>\nSo, I have 12. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>6 of Spades</li>\n</ol>\nThat brings my total to 18. Since it\'s a tie, the hand is a push, and you neither win nor lose money.\n\nYour current balance remains $100. Your current bet is $10 per hand.\n\nWould you like to keep the bet at $10, or change your bet amount? Also, shall we deal the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. Your new bet is $25 for the next hand.\n\nLet\'s deal the cards for the new hand:\n\nYour cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>9 + 7 = 16</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>6 of Hearts</li>\n <li>10 of Spades</li>\n</ol>\nSo, I have 16. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>2 of Clubs</li>\n</ol>\nThat brings my total to 18. So, unfortunately, you lose this hand since my 18 beats your 16.\n\nYour new balance is now $75.\n\nYour current bet is $25 per hand.\n\nWould you like to keep the bet at $25, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n75\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'ve decided to bet $75 for this hand. This is a big one, so good luck!\n\nLet\'s deal the cards for this hand:\n\nYour cards:\n<ol>\n <li><strong>Jack of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, you have: <strong>10 + 5 = 15</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>Queen of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>6 of Diamonds</strong></li>\n</ol>\nSo, now you have: <strong>10 + 5 + 6 = 21</strong>.\n\nThat\'s a perfect 21!\n\nLet\'s reveal my cards to see if I can tie or beat that:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>9 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>10 + 9 = 19</strong>.\n\nYou win this hand, John!\n\nYour new balance is $75 (previous balance) + $75 (your winnings) = $150.\n\nYour current bet is $75 per hand.\n\nWould you like to keep the bet at $75, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in with a $150 bet. This is an exciting hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Clubs</strong></li>\n <li><strong>4 of Hearts</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Diamonds</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Spades</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 7 = 19</strong>.\n\nA strong hand! Would you like to hit again or stick with your 19?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 19. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>8 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>6 + 8 = 14</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Clubs</strong></li>\n</ol>\nThat brings my total to 19.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $150.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n150\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $150 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>10 of Diamonds</strong></li>\n <li><strong>Ace of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>9 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>6 of Hearts</strong>\n\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nThat brings my total to 22, which means I bust!\n\nYou win this hand, John! Since you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $150 (previous balance) + $225 (your winnings) = <strong>$375</strong>.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you’re betting it all with a whopping $375. Best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>King of Hearts</strong></li>\n <li><strong>3 of Clubs</strong></li>\n</ol>\nSo, you have: <strong>10 + 3 = 13</strong>.\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Hearts</strong></li>\n</ol>\nNow you have: <strong>10 + 3 + 7 = 20</strong>.\n\nA strong hand! Would you like to hit again or stick with your 20?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 20. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>9 of Diamonds</strong></li>\n</ol>\nSo, I have: <strong>7 + 9 = 16</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>4 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>7 + 9 + 4 = 20</strong>.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $375.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n375\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $375 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>7 of Diamonds</strong></li>\n <li><strong>Queen of Hearts</strong></li>\n</ol>\nSo, you have: <strong>7 + 10 = 17</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>3 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>9 + 3 = 12</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>10 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>9 + 3 + 10 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $375 (previous balance) + $375 (your winnings) = <strong>$750</strong>.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'re going all in with a $750 bet. This is a critical hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>6 of Clubs</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>6 + 10 = 16</strong>.\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>8 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, I have: <strong>8 + 5 = 13</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>9 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>8 + 5 + 9 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $750 (previous balance) + $750 (your winnings) = <strong>$1,500</strong>.\n\nWould you like to keep the bet at $750, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in again with a $1,500 bet. Good luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>Ace of Diamonds</strong></li>\n <li><strong>King of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>10 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>7 of Clubs</strong>\n\nSo, I have: <strong>10 + 7 = 17</strong>.\n\nYou win this hand with a Blackjack!\n\nSince you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $1,500 (previous balance) + $2,250 (your winnings) = <strong>$3,750</strong>.\n\nWould you like to keep the bet at $1,500, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nWow, John, you\'re going all in again with a $3,750 bet. This is a crucial hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Spades</strong></li>\n <li><strong>4 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>5 of Hearts</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 5 = 17</strong>.\n\nWould you like to hit again or stick with your 17?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>6 of Clubs</strong></li>\n</ol>\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Diamonds</strong></li>\n</ol>\nThat brings my total to <strong>9 + 6 + 5 = 20</strong>.\n\nUnfortunately, my 20 beats your 17. You lose this hand, John.\n\nYour new balance is $0.\n\nI\'m sorry, John, but the game is over since you are out of money. It was great dealing for you! Feel free to come back any time.\n\n</div>\n ','(Blackjack) John builds up, doubles, down, loses it all.','','inherit','closed','closed','','606-revision-v1','','','2024-05-27 19:30:06','2024-05-28 00:30:06','',606,'https://johnturman.net/?p=608',0,'revision','',0),(609,1,'2024-05-27 19:31:11','2024-05-28 00:31:11','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium); font-weight: bold;\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nHello John! Welcome to the blackjack table. You’re starting with $100. Each hand will have a default bet of $10, but you can change it after the first hand.\n\nLet\'s get started! Here are your first two cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 10 = 18</strong>.\n\nNow, let’s reveal my cards:\n<ol>\n <li><strong>7 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 18. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>7 of Clubs</li>\n <li>5 of Hearts</li>\n</ol>\nSo, I have 12. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>6 of Spades</li>\n</ol>\nThat brings my total to 18. Since it\'s a tie, the hand is a push, and you neither win nor lose money.\n\nYour current balance remains $100. Your current bet is $10 per hand.\n\nWould you like to keep the bet at $10, or change your bet amount? Also, shall we deal the next hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n25\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. Your new bet is $25 for the next hand.\n\nLet\'s deal the cards for the new hand:\n\nYour cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>9 + 7 = 16</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got.\n\nMy cards:\n<ol>\n <li>6 of Hearts</li>\n <li>10 of Spades</li>\n</ol>\nSo, I have 16. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li>2 of Clubs</li>\n</ol>\nThat brings my total to 18. So, unfortunately, you lose this hand since my 18 beats your 16.\n\nYour new balance is now $75.\n\nYour current bet is $25 per hand.\n\nWould you like to keep the bet at $25, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n75\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'ve decided to bet $75 for this hand. This is a big one, so good luck!\n\nLet\'s deal the cards for this hand:\n\nYour cards:\n<ol>\n <li><strong>Jack of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, you have: <strong>10 + 5 = 15</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>Queen of Clubs</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>6 of Diamonds</strong></li>\n</ol>\nSo, now you have: <strong>10 + 5 + 6 = 21</strong>.\n\nThat\'s a perfect 21!\n\nLet\'s reveal my cards to see if I can tie or beat that:\n<ol>\n <li><strong>Queen of Clubs</strong></li>\n <li><strong>9 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>10 + 9 = 19</strong>.\n\nYou win this hand, John!\n\nYour new balance is $75 (previous balance) + $75 (your winnings) = $150.\n\nYour current bet is $75 per hand.\n\nWould you like to keep the bet at $75, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in with a $150 bet. This is an exciting hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Clubs</strong></li>\n <li><strong>4 of Hearts</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nNow, my cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>6 of Diamonds</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Spades</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 7 = 19</strong>.\n\nA strong hand! Would you like to hit again or stick with your 19?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 19. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>6 of Diamonds</strong></li>\n <li><strong>8 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>6 + 8 = 14</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Clubs</strong></li>\n</ol>\nThat brings my total to 19.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $150.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n150\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $150 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>10 of Diamonds</strong></li>\n <li><strong>Ace of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>9 of Clubs</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>6 of Hearts</strong>\n\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>7 of Diamonds</strong></li>\n</ol>\nThat brings my total to 22, which means I bust!\n\nYou win this hand, John! Since you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $150 (previous balance) + $225 (your winnings) = <strong>$375</strong>.\n\nWould you like to keep the bet at $150, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you’re betting it all with a whopping $375. Best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>King of Hearts</strong></li>\n <li><strong>3 of Clubs</strong></li>\n</ol>\nSo, you have: <strong>10 + 3 = 13</strong>.\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>7 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>7 of Hearts</strong></li>\n</ol>\nNow you have: <strong>10 + 3 + 7 = 20</strong>.\n\nA strong hand! Would you like to hit again or stick with your 20?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 20. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>7 of Spades</strong></li>\n <li><strong>9 of Diamonds</strong></li>\n</ol>\nSo, I have: <strong>7 + 9 = 16</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>4 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>7 + 9 + 4 = 20</strong>.\n\nIt\'s a tie, so the hand is a push, and you neither win nor lose money.\n\nYour balance remains $375.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n375\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGot it, John. You\'re sticking with a $375 bet for the next hand. Let\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>7 of Diamonds</strong></li>\n <li><strong>Queen of Hearts</strong></li>\n</ol>\nSo, you have: <strong>7 + 10 = 17</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Spades</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Spades</strong></li>\n <li><strong>3 of Hearts</strong></li>\n</ol>\nSo, I have: <strong>9 + 3 = 12</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>10 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>9 + 3 + 10 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $375 (previous balance) + $375 (your winnings) = <strong>$750</strong>.\n\nWould you like to keep the bet at $375, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John. You\'re going all in with a $750 bet. This is a critical hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>6 of Clubs</strong></li>\n <li><strong>King of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>6 + 10 = 16</strong>.\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>8 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 16. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>8 of Hearts</strong></li>\n <li><strong>5 of Spades</strong></li>\n</ol>\nSo, I have: <strong>8 + 5 = 13</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>9 of Clubs</strong></li>\n</ol>\nThat brings my total to <strong>8 + 5 + 9 = 22</strong>, which means I bust!\n\nYou win this hand, John!\n\nYour new balance is $750 (previous balance) + $750 (your winnings) = <strong>$1,500</strong>.\n\nWould you like to keep the bet at $750, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you\'re going all in again with a $1,500 bet. Good luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>Ace of Diamonds</strong></li>\n <li><strong>King of Spades</strong></li>\n</ol>\nSo, you have: <strong>21 (Blackjack!)</strong>\n\nNow, my cards:\n<ol>\n <li><strong>10 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nSince you have a Blackjack, let\'s reveal my second card to see the result:\n2. <strong>7 of Clubs</strong>\n\nSo, I have: <strong>10 + 7 = 17</strong>.\n\nYou win this hand with a Blackjack!\n\nSince you got a Blackjack, you win 1.5 times your bet.\n\nYour new balance is $1,500 (previous balance) + $2,250 (your winnings) = <strong>$3,750</strong>.\n\nWould you like to keep the bet at $1,500, change your bet amount, or deal another hand?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nbet it all\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nWow, John, you\'re going all in again with a $3,750 bet. This is a crucial hand—best of luck!\n\nLet\'s deal the cards:\n\nYour cards:\n<ol>\n <li><strong>8 of Spades</strong></li>\n <li><strong>4 of Diamonds</strong></li>\n</ol>\nSo, you have: <strong>8 + 4 = 12</strong>.\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>[Face Down Card]</strong></li>\n</ol>\nYou can see one of my cards: <strong>9 of Hearts</strong>.\n\nWhat would you like to do, John? Hit or Stick?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nhit\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to hit. Here is your next card:\n<ol start=\"3\">\n <li><strong>5 of Hearts</strong></li>\n</ol>\nNow you have: <strong>8 + 4 + 5 = 17</strong>.\n\nWould you like to hit again or stick with your 17?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nstick\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, John, you chose to stick with a total of 17. Let\'s see what I\'ve got:\n\nMy cards:\n<ol>\n <li><strong>9 of Hearts</strong></li>\n <li><strong>6 of Clubs</strong></li>\n</ol>\nSo, I have: <strong>9 + 6 = 15</strong>. According to the rules, I must hit if I have 16 or less. Here\'s my next card:\n<ol start=\"3\">\n <li><strong>5 of Diamonds</strong></li>\n</ol>\nThat brings my total to <strong>9 + 6 + 5 = 20</strong>.\n\nUnfortunately, my 20 beats your 17. You lose this hand, John.\n\nYour new balance is $0.\n\nI\'m sorry, John, but the game is over since you are out of money. It was great dealing for you! Feel free to come back any time.\n\n</div>\n ','(Blackjack) John builds up, doubles down, loses it all.','','inherit','closed','closed','','606-revision-v1','','','2024-05-27 19:31:11','2024-05-28 00:31:11','',606,'https://johnturman.net/?p=609',0,'revision','',0),(611,1,'2024-05-27 21:37:57','2024-05-28 02:37:57','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot.<br><br>Feedback is appreciated. Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:pattern {\"slug\":\"clients-section\"} /-->','About','','inherit','closed','closed','','60-revision-v1','','','2024-05-27 21:37:57','2024-05-28 02:37:57','',60,'https://johnturman.net/?p=611',0,'revision','',0),(612,1,'2024-05-27 22:12:42','2024-05-28 03:12:42','<!-- wp:quote -->\n<blockquote class=\"wp-block-quote\"><!-- wp:paragraph -->\n<p>\"As long as you live, keep learning how to live.\" - Seneca (c. 4 BCE – 65 CE)</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Lucius Annaeus Seneca, commonly known as Seneca the Younger, was a Roman Stoic philosopher, statesman, and playwright. He served as an advisor to Emperor Nero and was one of the leading intellectual figures of his time. His works have significantly contributed to Stoic philosophy, especially the themes of ethics and rationality.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>This quote underscores the Stoic belief in the continuous pursuit of self-improvement and wisdom. It suggests that the process of learning and personal development is a lifelong journey, reflecting the idea that there is always room to grow and better oneself in various aspects of life.</p>\n<!-- /wp:paragraph --></blockquote>\n<!-- /wp:quote -->','As Long As You Live','','publish','open','open','','as-long-as-you-live','','','2024-07-23 19:04:05','2024-07-24 00:04:05','',0,'https://johnturman.net/?p=612',0,'post','',0),(613,1,'2024-05-27 21:49:47','2024-05-28 02:49:47','<!-- wp:quote -->\n<blockquote class=\"wp-block-quote\"><!-- wp:paragraph -->\n<p>\"As long as you live, keep learning how to live.\" - Seneca (c. 4 BCE – 65 CE)</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Lucius Annaeus Seneca, commonly known as Seneca the Younger, was a Roman Stoic philosopher, statesman, and playwright. He served as an advisor to Emperor Nero and was one of the leading intellectual figures of his time. His works have significantly contributed to Stoic philosophy, especially the themes of ethics and rationality.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>This quote underscores the Stoic belief in the continuous pursuit of self-improvement and wisdom. It suggests that the process of learning and personal development is a lifelong journey, reflecting the idea that there is always room to grow and better oneself in various aspects of life.</p>\n<!-- /wp:paragraph --></blockquote>\n<!-- /wp:quote -->','As Long As You Live','','inherit','closed','closed','','612-revision-v1','','','2024-05-27 21:49:47','2024-05-28 02:49:47','',612,'https://johnturman.net/?p=613',0,'revision','',0),(614,1,'2024-05-27 22:12:29','2024-05-28 03:12:29','','2024-05-27-2','','inherit','open','closed','','2024-05-27-2','','','2024-05-27 22:12:29','2024-05-28 03:12:29','',612,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-27-2.png',0,'attachment','image/png',0),(615,1,'2024-05-28 15:15:28','2024-05-28 20:15:28','','2024-05-26-9','','inherit','open','closed','','2024-05-26-9-2','','','2024-05-28 15:15:28','2024-05-28 20:15:28','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-05-26-9.jpg',0,'attachment','image/jpeg',0),(616,1,'2024-05-28 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21:02:47','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-04-20-3.jpg',0,'attachment','image/jpeg',0),(620,1,'2024-05-28 16:02:47','2024-05-28 21:02:47','','2024-04-21','','inherit','open','closed','','2024-04-21-2','','','2024-05-28 16:02:47','2024-05-28 21:02:47','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-04-21.jpg',0,'attachment','image/jpeg',0),(621,1,'2024-05-28 16:02:48','2024-05-28 21:02:48','','2024-04-21-1','','inherit','open','closed','','2024-04-21-1-2','','','2024-05-28 16:02:48','2024-05-28 21:02:48','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-1.jpg',0,'attachment','image/jpeg',0),(622,1,'2024-05-28 16:02:59','2024-05-28 21:02:59','','2024-04-21-4','','inherit','open','closed','','2024-04-21-4-2','','','2024-05-28 16:02:59','2024-05-28 21:02:59','',0,'https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-4.jpg',0,'attachment','image/jpeg',0),(623,1,'2024-05-28 16:03:00','2024-05-28 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src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-25-3.jpg\" alt=\"\" class=\"wp-image-633\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":632,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-10.jpg\" alt=\"\" class=\"wp-image-632\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":631,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-9.jpg\" alt=\"\" class=\"wp-image-631\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":630,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-2.jpg\" alt=\"\" class=\"wp-image-630\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":628,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-28-2.jpg\" alt=\"\" class=\"wp-image-628\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":624,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-27.jpg\" alt=\"\" class=\"wp-image-624\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":619,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-20-3.jpg\" alt=\"\" class=\"wp-image-619\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":622,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-4.jpg\" alt=\"\" class=\"wp-image-622\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":621,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-1.jpg\" alt=\"\" class=\"wp-image-621\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":623,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-5.jpg\" alt=\"\" class=\"wp-image-623\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":625,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-27-1.jpg\" alt=\"\" class=\"wp-image-625\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":615,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-26-9.jpg\" alt=\"\" class=\"wp-image-615\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":618,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-27-2.jpg\" alt=\"\" class=\"wp-image-618\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Gallery','','inherit','closed','closed','','243-revision-v1','','','2024-05-28 18:31:46','2024-05-28 23:31:46','',243,'https://johnturman.net/?p=637',0,'revision','',0),(638,1,'2024-05-30 12:47:00','2024-05-30 17:47:00','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Does the minor scale have a minor or major 7th note? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The minor scale can have different types of seventh notes depending on the specific form of the minor scale you are using. Here are the three commonly used minor scales with their seventh notes:</p>\n<ol>\n<li>\n<p><strong>Natural Minor Scale</strong>: The natural minor scale has a minor seventh (also known as a flat seventh). For example, in the A natural minor scale (A, B, C, D, E, F, G), the seventh note, G, is a minor seventh above the tonic, A.</p>\n</li>\n<li>\n<p><strong>Harmonic Minor Scale</strong>: The harmonic minor scale typically has a major seventh. Using the A harmonic minor scale as an example (A, B, C, D, E, F, G#), the seventh note, G#, is a major seventh above the tonic, A.</p>\n</li>\n<li>\n<p><strong>Melodic Minor Scale</strong>: The melodic minor scale has different forms for ascending and descending melodies. When ascending, it has a major seventh, and when descending, it reverts to the natural minor form with a minor seventh. For instance, in the A melodic minor scale:</p>\n<ul>\n<li>Ascending: A, B, C, D, E, F#, G# (with a major seventh, G#).</li>\n<li>Descending: A, G, F, E, D, C, B (reverting to the natural minor with a minor seventh, G).</li>\n</ul>\n</li>\n</ol>\n<p>So, depending on the context and the specific minor scale form, the seventh note can be either minor (flat) or major.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> If someone says to play in b minor, which form do they mean usually? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>When someone says to play in B minor without specifying a particular form, they typically mean the B natural minor scale. The natural minor scale is the most commonly assumed form in general contexts unless otherwise specified.</p>\n<p>The B natural minor scale consists of the following notes:\nB, C#, D, E, F#, G, A</p>\n<p>This scale has a minor seventh, which in this case is the note A. However, depending on the musical piece and its requirements, composers and musicians might use the harmonic or melodic minor forms at times, but these specific forms are usually indicated explicitly in the music or by the context of the piece.</p>\n</div><br />','Does the minor scale have a minor or major 7th note?','','publish','open','open','','does-the-minor-scale-have-a-minor-or-major-7th-note','','','2024-07-23 19:04:40','2024-07-24 00:04:40','',0,'https://johnturman.net/?p=638',0,'post','',0),(644,1,'2024-06-05 02:01:48','2024-06-05 07:01:48','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Hi John! I\'d be happy to help you with learning about machine learning. Let\'s start with a beginner topic related to data processing, an essential step in any ML project. Today, we\'ll explore the Pandas library and its role in data processing for machine learning.</p>\n<hr>\n<p><strong>Introduction to the Pandas Library</strong></p>\n<p>Pandas is an open-source data manipulation and analysis library for Python. It provides data structures and functions needed to efficiently manipulate large datasets. One of the key features of Pandas is the DataFrame, a two-dimensional, size-mutable, and potentially heterogeneous tabular data structure with labeled axes (rows and columns). This makes it similar to a table in a database or an Excel spreadsheet.</p>\n<p><strong>Why Use Pandas for ML?</strong></p>\n<p>For machine learning, having clean and well-organized data is crucial. Raw data often contains missing values, duplicates, and irrelevant information that need to be cleaned up before feeding it into a machine learning model. Pandas offers numerous tools for cleaning, transforming, and analyzing data, such as handling missing data, filtering rows and columns, aggregating data, and merging multiple datasets.</p>\n<p><strong>Basic Operations in Pandas</strong></p>\n<ul>\n<li><strong>Reading Data</strong>: You can read data from various file formats like CSV, Excel, SQL, and JSON. For example, pd.read_csv() is used to read a CSV file into a DataFrame.</li>\n<li><strong>Inspecting Data</strong>: Functions like df.head(), df.info(), and df.describe() provide a quick overview of the dataset, helping in the initial data exploration phase.</li>\n<li><strong>Manipulating Data</strong>: Pandas makes it easy to select specific rows and columns, filter data based on conditions, and group data to perform aggregate operations.</li>\n<li><strong>Handling Missing Data</strong>: Functions such as df.dropna() and df.fillna() are used to deal with missing values seamlessly.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you have a dataset containing customer information and you want to predict which customers are likely to churn. Using Pandas, you can clean the dataset by removing rows with missing values, normalize the data, and create new features before feeding it into a machine learning model. This preprocessing step ensures that the data is in the best possible shape for the model to learn effectively.</p>\n<hr>\n<p>Now, let\'s see how well you understood the basics. I\'ll ask you some questions.</p>\n<p><strong>Question 1: True or False</strong><br />\nPandas is a data manipulation and analysis library for Python that can only handle small datasets efficiently.</p>\n<p>A) True<br />\nB) False</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Pandas can handle large datasets efficiently, which makes it a powerful tool for data manipulation and analysis in machine learning.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich of the following is the primary data structure provided by Pandas for handling tabular data?</p>\n<p>A) Series<br />\nB) DataFrame<br />\nC) Array<br />\nD) List</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! The primary data structure provided by Pandas for handling tabular data is the DataFrame.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following Pandas functions can be used to read a CSV file into a DataFrame?</p>\n<p>A) pd.read_excel()<br />\nB) pd.read_json()<br />\nC) pd.read_sql()<br />\nD) pd.read_csv()</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> d</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again! The function pd.read_csv() is used to read a CSV file into a DataFrame.</p>\n<p><strong>Question 4: True or False</strong><br />\nThe function df.dropna() in Pandas is used to fill missing values in a DataFrame.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s right! The function df.dropna() is used to remove rows or columns with missing values, not to fill them.</p>\n<p>Great job, John! You answered all the questions correctly.</p>\n<p><strong>Grade: A</strong></p>\n<p>Keep up the good work! If you have any more questions or need further clarification on any topics related to machine learning or Pandas, feel free to ask.</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> quiz me on a different ml topic</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Alright, let\'s dive into a different machine learning topic. This time, we\'ll focus on <strong>Supervised Learning</strong>, which is a foundational concept for many practical ML applications.</p>\n<hr>\n<p><strong>Introduction to Supervised Learning</strong></p>\n<p>Supervised learning is a type of machine learning where the algorithm is trained on a labeled dataset. This means that for each training example, the input is paired with an output label. The goal is to learn a mapping from inputs to outputs so that the model can accurately predict the label for new, unseen data.</p>\n<p><strong>Types of Supervised Learning Problems</strong></p>\n<ol>\n<li>\n<p><strong>Classification</strong>: In classification tasks, the output variable is a category or class label. For example, an email can be classified as "spam" or "not spam."</p>\n</li>\n<li>\n<p><strong>Regression</strong>: In regression tasks, the output variable is a continuous value. For example, predicting the price of a house based on its features like size, location, and number of rooms.</p>\n</li>\n</ol>\n<p><strong>Key Components</strong></p>\n<ul>\n<li><strong>Training Data</strong>: A dataset where each example has both the input features and the corresponding label.</li>\n<li><strong>Model</strong>: An analytical structure or algorithm that makes predictions based on the input features.</li>\n<li><strong>Loss Function</strong>: A measure of how well the model\'s predictions match the true labels. Common loss functions include Mean Squared Error (MSE) for regression and Cross-Entropy Loss for classification.</li>\n<li><strong>Optimizer</strong>: An algorithm used to minimize the loss function, thereby improving the model\'s predictions. Gradient descent is a popular optimization technique.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you want to build a model that predicts whether a patient has diabetes based on medical measurements like blood pressure, BMI, and glucose levels. You would start by collecting a labeled dataset containing these features for a number of patients. You\'d then split the data into a training set and a test set, train a supervised learning model (such as a decision tree or logistic regression) on the training data, and finally evaluate its performance on the test set.</p>\n<hr>\n<p>Time for some questions!</p>\n<p><strong>Question 1: True or False</strong><br />\nIn supervised learning, the dataset used for training contains both input features and their corresponding output labels.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In supervised learning, the dataset used for training contains both the input features and their corresponding output labels.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich type of supervised learning problem has an output variable that is a continuous value?</p>\n<p>A) Classification<br />\nB) Clustering<br />\nC) Regression<br />\nD) Dimensionality Reduction</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> c</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In regression tasks, the output variable is a continuous value.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Not quite. Mean Squared Error (MSE) is commonly used for regression tasks, not classification.</p>\n<p>Let\'s try that question again. Which of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Cross-Entropy Loss is commonly used as a loss function for classification tasks.</p>\n<p><strong>Question 4: True or False</strong><br />\nGradient descent is an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Gradient descent is indeed an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>Fantastic job, John! You got 3 out of 4 questions correct.</p>\n<p><strong>Grade: B</strong></p>\n<p>Keep up the good work! If you want to dive deeper or have more questions about machine learning topics, feel free to ask.</p>\n</div>\n<p></p>\n<!-- /wp:html -->','(ML Quiz) Pandas library and Supervised Learning','','publish','open','open','','ml-quiz-pandas-library-and-supervised-learning','','','2024-07-23 19:06:19','2024-07-24 00:06:19','',0,'https://johnturman.net/?p=644',0,'post','',0),(645,1,'2024-06-05 01:58:30','2024-06-05 06:58:30','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> Hi. I\'m a student and I\'m trying to learning about machine learning (ML). Can you help me? My name is John.</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Hi John! I\'d be happy to help you with learning about machine learning. Let\'s start with a beginner topic related to data processing, an essential step in any ML project. Today, we\'ll explore the Pandas library and its role in data processing for machine learning.</p>\n<hr>\n<p><strong>Introduction to the Pandas Library</strong></p>\n<p>Pandas is an open-source data manipulation and analysis library for Python. It provides data structures and functions needed to efficiently manipulate large datasets. One of the key features of Pandas is the DataFrame, a two-dimensional, size-mutable, and potentially heterogeneous tabular data structure with labeled axes (rows and columns). This makes it similar to a table in a database or an Excel spreadsheet.</p>\n<p><strong>Why Use Pandas for ML?</strong></p>\n<p>For machine learning, having clean and well-organized data is crucial. Raw data often contains missing values, duplicates, and irrelevant information that need to be cleaned up before feeding it into a machine learning model. Pandas offers numerous tools for cleaning, transforming, and analyzing data, such as handling missing data, filtering rows and columns, aggregating data, and merging multiple datasets.</p>\n<p><strong>Basic Operations in Pandas</strong></p>\n<ul>\n<li><strong>Reading Data</strong>: You can read data from various file formats like CSV, Excel, SQL, and JSON. For example, pd.read_csv() is used to read a CSV file into a DataFrame.</li>\n<li><strong>Inspecting Data</strong>: Functions like df.head(), df.info(), and df.describe() provide a quick overview of the dataset, helping in the initial data exploration phase.</li>\n<li><strong>Manipulating Data</strong>: Pandas makes it easy to select specific rows and columns, filter data based on conditions, and group data to perform aggregate operations.</li>\n<li><strong>Handling Missing Data</strong>: Functions such as df.dropna() and df.fillna() are used to deal with missing values seamlessly.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you have a dataset containing customer information and you want to predict which customers are likely to churn. Using Pandas, you can clean the dataset by removing rows with missing values, normalize the data, and create new features before feeding it into a machine learning model. This preprocessing step ensures that the data is in the best possible shape for the model to learn effectively.</p>\n<hr>\n<p>Now, let\'s see how well you understood the basics. I\'ll ask you some questions.</p>\n<p><strong>Question 1: True or False</strong><br />\nPandas is a data manipulation and analysis library for Python that can only handle small datasets efficiently.</p>\n<p>A) True<br />\nB) False</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Pandas can handle large datasets efficiently, which makes it a powerful tool for data manipulation and analysis in machine learning.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich of the following is the primary data structure provided by Pandas for handling tabular data?</p>\n<p>A) Series<br />\nB) DataFrame<br />\nC) Array<br />\nD) List</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! The primary data structure provided by Pandas for handling tabular data is the DataFrame.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following Pandas functions can be used to read a CSV file into a DataFrame?</p>\n<p>A) pd.read_excel()<br />\nB) pd.read_json()<br />\nC) pd.read_sql()<br />\nD) pd.read_csv()</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> d</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again! The function pd.read_csv() is used to read a CSV file into a DataFrame.</p>\n<p><strong>Question 4: True or False</strong><br />\nThe function df.dropna() in Pandas is used to fill missing values in a DataFrame.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s right! The function df.dropna() is used to remove rows or columns with missing values, not to fill them.</p>\n<p>Great job, John! You answered all the questions correctly.</p>\n<p><strong>Grade: A</strong></p>\n<p>Keep up the good work! If you have any more questions or need further clarification on any topics related to machine learning or Pandas, feel free to ask.</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> quiz me on a different ml topic</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Alright, let\'s dive into a different machine learning topic. This time, we\'ll focus on <strong>Supervised Learning</strong>, which is a foundational concept for many practical ML applications.</p>\n<hr>\n<p><strong>Introduction to Supervised Learning</strong></p>\n<p>Supervised learning is a type of machine learning where the algorithm is trained on a labeled dataset. This means that for each training example, the input is paired with an output label. The goal is to learn a mapping from inputs to outputs so that the model can accurately predict the label for new, unseen data.</p>\n<p><strong>Types of Supervised Learning Problems</strong></p>\n<ol>\n<li>\n<p><strong>Classification</strong>: In classification tasks, the output variable is a category or class label. For example, an email can be classified as "spam" or "not spam."</p>\n</li>\n<li>\n<p><strong>Regression</strong>: In regression tasks, the output variable is a continuous value. For example, predicting the price of a house based on its features like size, location, and number of rooms.</p>\n</li>\n</ol>\n<p><strong>Key Components</strong></p>\n<ul>\n<li><strong>Training Data</strong>: A dataset where each example has both the input features and the corresponding label.</li>\n<li><strong>Model</strong>: An analytical structure or algorithm that makes predictions based on the input features.</li>\n<li><strong>Loss Function</strong>: A measure of how well the model\'s predictions match the true labels. Common loss functions include Mean Squared Error (MSE) for regression and Cross-Entropy Loss for classification.</li>\n<li><strong>Optimizer</strong>: An algorithm used to minimize the loss function, thereby improving the model\'s predictions. Gradient descent is a popular optimization technique.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you want to build a model that predicts whether a patient has diabetes based on medical measurements like blood pressure, BMI, and glucose levels. You would start by collecting a labeled dataset containing these features for a number of patients. You\'d then split the data into a training set and a test set, train a supervised learning model (such as a decision tree or logistic regression) on the training data, and finally evaluate its performance on the test set.</p>\n<hr>\n<p>Time for some questions!</p>\n<p><strong>Question 1: True or False</strong><br />\nIn supervised learning, the dataset used for training contains both input features and their corresponding output labels.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In supervised learning, the dataset used for training contains both the input features and their corresponding output labels.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich type of supervised learning problem has an output variable that is a continuous value?</p>\n<p>A) Classification<br />\nB) Clustering<br />\nC) Regression<br />\nD) Dimensionality Reduction</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> c</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In regression tasks, the output variable is a continuous value.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Not quite. Mean Squared Error (MSE) is commonly used for regression tasks, not classification.</p>\n<p>Let\'s try that question again. Which of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Cross-Entropy Loss is commonly used as a loss function for classification tasks.</p>\n<p><strong>Question 4: True or False</strong><br />\nGradient descent is an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Gradient descent is indeed an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>Fantastic job, John! You got 3 out of 4 questions correct.</p>\n<p><strong>Grade: B</strong></p>\n<p>Keep up the good work! If you want to dive deeper or have more questions about machine learning topics, feel free to ask.</p>\n</div>\n<p></p>\n<!-- /wp:html -->','(Quiz) Pandas library and ML','','inherit','closed','closed','','644-revision-v1','','','2024-06-05 01:58:30','2024-06-05 06:58:30','',644,'https://johnturman.net/?p=645',0,'revision','',0),(646,1,'2024-06-05 02:01:48','2024-06-05 07:01:48','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Hi John! I\'d be happy to help you with learning about machine learning. Let\'s start with a beginner topic related to data processing, an essential step in any ML project. Today, we\'ll explore the Pandas library and its role in data processing for machine learning.</p>\n<hr>\n<p><strong>Introduction to the Pandas Library</strong></p>\n<p>Pandas is an open-source data manipulation and analysis library for Python. It provides data structures and functions needed to efficiently manipulate large datasets. One of the key features of Pandas is the DataFrame, a two-dimensional, size-mutable, and potentially heterogeneous tabular data structure with labeled axes (rows and columns). This makes it similar to a table in a database or an Excel spreadsheet.</p>\n<p><strong>Why Use Pandas for ML?</strong></p>\n<p>For machine learning, having clean and well-organized data is crucial. Raw data often contains missing values, duplicates, and irrelevant information that need to be cleaned up before feeding it into a machine learning model. Pandas offers numerous tools for cleaning, transforming, and analyzing data, such as handling missing data, filtering rows and columns, aggregating data, and merging multiple datasets.</p>\n<p><strong>Basic Operations in Pandas</strong></p>\n<ul>\n<li><strong>Reading Data</strong>: You can read data from various file formats like CSV, Excel, SQL, and JSON. For example, pd.read_csv() is used to read a CSV file into a DataFrame.</li>\n<li><strong>Inspecting Data</strong>: Functions like df.head(), df.info(), and df.describe() provide a quick overview of the dataset, helping in the initial data exploration phase.</li>\n<li><strong>Manipulating Data</strong>: Pandas makes it easy to select specific rows and columns, filter data based on conditions, and group data to perform aggregate operations.</li>\n<li><strong>Handling Missing Data</strong>: Functions such as df.dropna() and df.fillna() are used to deal with missing values seamlessly.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you have a dataset containing customer information and you want to predict which customers are likely to churn. Using Pandas, you can clean the dataset by removing rows with missing values, normalize the data, and create new features before feeding it into a machine learning model. This preprocessing step ensures that the data is in the best possible shape for the model to learn effectively.</p>\n<hr>\n<p>Now, let\'s see how well you understood the basics. I\'ll ask you some questions.</p>\n<p><strong>Question 1: True or False</strong><br />\nPandas is a data manipulation and analysis library for Python that can only handle small datasets efficiently.</p>\n<p>A) True<br />\nB) False</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Pandas can handle large datasets efficiently, which makes it a powerful tool for data manipulation and analysis in machine learning.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich of the following is the primary data structure provided by Pandas for handling tabular data?</p>\n<p>A) Series<br />\nB) DataFrame<br />\nC) Array<br />\nD) List</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! The primary data structure provided by Pandas for handling tabular data is the DataFrame.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following Pandas functions can be used to read a CSV file into a DataFrame?</p>\n<p>A) pd.read_excel()<br />\nB) pd.read_json()<br />\nC) pd.read_sql()<br />\nD) pd.read_csv()</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> d</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again! The function pd.read_csv() is used to read a CSV file into a DataFrame.</p>\n<p><strong>Question 4: True or False</strong><br />\nThe function df.dropna() in Pandas is used to fill missing values in a DataFrame.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s right! The function df.dropna() is used to remove rows or columns with missing values, not to fill them.</p>\n<p>Great job, John! You answered all the questions correctly.</p>\n<p><strong>Grade: A</strong></p>\n<p>Keep up the good work! If you have any more questions or need further clarification on any topics related to machine learning or Pandas, feel free to ask.</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> quiz me on a different ml topic</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Alright, let\'s dive into a different machine learning topic. This time, we\'ll focus on <strong>Supervised Learning</strong>, which is a foundational concept for many practical ML applications.</p>\n<hr>\n<p><strong>Introduction to Supervised Learning</strong></p>\n<p>Supervised learning is a type of machine learning where the algorithm is trained on a labeled dataset. This means that for each training example, the input is paired with an output label. The goal is to learn a mapping from inputs to outputs so that the model can accurately predict the label for new, unseen data.</p>\n<p><strong>Types of Supervised Learning Problems</strong></p>\n<ol>\n<li>\n<p><strong>Classification</strong>: In classification tasks, the output variable is a category or class label. For example, an email can be classified as "spam" or "not spam."</p>\n</li>\n<li>\n<p><strong>Regression</strong>: In regression tasks, the output variable is a continuous value. For example, predicting the price of a house based on its features like size, location, and number of rooms.</p>\n</li>\n</ol>\n<p><strong>Key Components</strong></p>\n<ul>\n<li><strong>Training Data</strong>: A dataset where each example has both the input features and the corresponding label.</li>\n<li><strong>Model</strong>: An analytical structure or algorithm that makes predictions based on the input features.</li>\n<li><strong>Loss Function</strong>: A measure of how well the model\'s predictions match the true labels. Common loss functions include Mean Squared Error (MSE) for regression and Cross-Entropy Loss for classification.</li>\n<li><strong>Optimizer</strong>: An algorithm used to minimize the loss function, thereby improving the model\'s predictions. Gradient descent is a popular optimization technique.</li>\n</ul>\n<p><strong>Example Use Case</strong></p>\n<p>Imagine you want to build a model that predicts whether a patient has diabetes based on medical measurements like blood pressure, BMI, and glucose levels. You would start by collecting a labeled dataset containing these features for a number of patients. You\'d then split the data into a training set and a test set, train a supervised learning model (such as a decision tree or logistic regression) on the training data, and finally evaluate its performance on the test set.</p>\n<hr>\n<p>Time for some questions!</p>\n<p><strong>Question 1: True or False</strong><br />\nIn supervised learning, the dataset used for training contains both input features and their corresponding output labels.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In supervised learning, the dataset used for training contains both the input features and their corresponding output labels.</p>\n<p><strong>Question 2: Multiple Choice</strong><br />\nWhich type of supervised learning problem has an output variable that is a continuous value?</p>\n<p>A) Classification<br />\nB) Clustering<br />\nC) Regression<br />\nD) Dimensionality Reduction</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> c</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! In regression tasks, the output variable is a continuous value.</p>\n<p><strong>Question 3: Multiple Choice</strong><br />\nWhich of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Not quite. Mean Squared Error (MSE) is commonly used for regression tasks, not classification.</p>\n<p>Let\'s try that question again. Which of the following is commonly used as a loss function for classification tasks?</p>\n<p>A) Mean Squared Error (MSE)<br />\nB) Cross-Entropy Loss<br />\nC) Mean Absolute Error (MAE)<br />\nD) R-squared</p>\n<p>What do you think is the correct answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> b</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Cross-Entropy Loss is commonly used as a loss function for classification tasks.</p>\n<p><strong>Question 4: True or False</strong><br />\nGradient descent is an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>A) True<br />\nB) False</p>\n<p>What\'s your answer?</p>\n</div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> a</p></div>\n<p></p>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct! Gradient descent is indeed an optimization technique used to minimize the loss function in supervised learning models.</p>\n<p>Fantastic job, John! You got 3 out of 4 questions correct.</p>\n<p><strong>Grade: B</strong></p>\n<p>Keep up the good work! If you want to dive deeper or have more questions about machine learning topics, feel free to ask.</p>\n</div>\n<p></p>\n<!-- /wp:html -->','(ML Quiz) Pandas library and Supervised Learning','','inherit','closed','closed','','644-revision-v1','','','2024-06-05 02:01:48','2024-06-05 07:01:48','',644,'https://johnturman.net/?p=646',0,'revision','',0),(647,1,'2024-06-05 02:16:53','2024-06-05 07:16:53','<div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 43</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You are correct!</p>\n<p><strong>Question 2:</strong>\nWho discovered Technetium?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Perrier and Segre</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Correct again!</p>\n<p><strong>Question 3:</strong>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> used as a radiopharmaceutical</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>That\'s correct!</p>\n<p><strong>Question 4:</strong>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4.2 Million Years</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div><br />','(Quiz) Chemical Element: Technetium (Tc)','','inherit','closed','closed','','586-revision-v1','','','2024-06-05 02:16:53','2024-06-05 07:16:53','',586,'https://johnturman.net/?p=647',0,'revision','',0),(649,1,'2024-06-05 23:24:08','2024-06-06 04:24:08','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot. I’m a software engineer and web developer living in central Texas.<br><br>Feedback is appreciated. Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:group {\"align\":\"wide\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}},\"border\":{\"radius\":\"16px\"}},\"backgroundColor\":\"base-2\",\"layout\":{\"type\":\"default\"}} -->\n<div class=\"wp-block-group alignwide has-base-2-background-color has-background\" style=\"border-radius:16px;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">We’ve worked with some of the best companies.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"var:preset|spacing|10\"} -->\n<div style=\"height:var(--wp--preset--spacing--10)\" aria-hidden=\"true\" class=\"wp-block-spacer\"></div>\n<!-- /wp:spacer -->\n\n<!-- wp:group {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|20\",\"padding\":{\"right\":\"0\",\"left\":\"0\",\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"center\"}} -->\n<div class=\"wp-block-group alignwide\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><!-- wp:image {\"width\":\"150px\",\"aspectRatio\":\"4/3\",\"scale\":\"contain\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image is-resized\"><img alt=\"\" style=\"aspect-ratio:4/3;object-fit:contain;width:150px\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"width\":\"150px\",\"aspectRatio\":\"4/3\",\"scale\":\"contain\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image is-resized\"><img alt=\"\" style=\"aspect-ratio:4/3;object-fit:contain;width:150px\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"width\":\"150px\",\"aspectRatio\":\"4/3\",\"scale\":\"contain\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image is-resized\"><img alt=\"\" style=\"aspect-ratio:4/3;object-fit:contain;width:150px\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"width\":\"150px\",\"aspectRatio\":\"4/3\",\"scale\":\"contain\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image is-resized\"><img alt=\"\" style=\"aspect-ratio:4/3;object-fit:contain;width:150px\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"width\":\"150px\",\"aspectRatio\":\"4/3\",\"scale\":\"contain\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image is-resized\"><img alt=\"\" style=\"aspect-ratio:4/3;object-fit:contain;width:150px\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->','About','','inherit','closed','closed','','60-revision-v1','','','2024-06-05 23:24:08','2024-06-06 04:24:08','',60,'https://johnturman.net/?p=649',0,'revision','',0),(650,1,'2024-06-05 23:24:58','2024-06-06 04:24:58','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot. I’m a software engineer and web developer living in central Texas.<br><br>Feedback is appreciated. Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"></div>\n<!-- /wp:group -->','About','','inherit','closed','closed','','60-revision-v1','','','2024-06-05 23:24:58','2024-06-06 04:24:58','',60,'https://johnturman.net/?p=650',0,'revision','',0),(651,1,'2024-06-05 23:27:01','2024-06-06 04:27:01','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot. I’m a software engineer and web developer living in central Texas.<br><br>Feedback is appreciated! Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"></div>\n<!-- /wp:group -->','About','','inherit','closed','closed','','60-revision-v1','','','2024-06-05 23:27:01','2024-06-06 04:27:01','',60,'https://johnturman.net/?p=651',0,'revision','',0),(653,1,'2024-06-21 18:45:59','2024-06-21 23:45:59','<!-- wp:paragraph -->\n<p>The latest release of my chatbot stack adds support for user managed narrow AI chat widgets (a.k.a. dynamic widgets). This means users can craft conversations with the chatbot suited to their own needs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When creating or editing narrow widgets, users can set appearance options, set up instructions for the conversation, and toggle/configure from available features. The user managed widgets have all the capabilities of the coded widgets (which are still available), but their dynamic nature makes them more powerful. The coded widgets will likely be phased out over time in favor of the new dynamic widgets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>There are limitless possibilities when creating new widgets. Some of the areas I have been exploring with my widgets are:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Tutors (programming, science, etc)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games and Entertainment (poker, word games, comedy)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Research (history, literature)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Advisors/experts (finance, health, home maintenance)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Many more possibilities!</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p>Widgets that have the \"Save\" feature enabled will allow users to save their conversations as Wordpress/CMS posts.</p>\n<!-- /wp:paragraph -->','Release Notes - User Managed AI Widgets','','publish','open','open','','release-notes','','','2024-07-23 19:08:24','2024-07-24 00:08:24','',0,'https://johnturman.net/?p=653',0,'post','',0),(654,1,'2024-06-21 18:45:18','2024-06-21 23:45:18','<!-- wp:paragraph -->\n<p>The latest release of my chatbot stack adds support for user managed narrow AI widgets. This means users can craft conversations with the chatbot suited to their own needs. <br></p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->','Release Notes','','inherit','closed','closed','','653-revision-v1','','','2024-06-21 18:45:18','2024-06-21 23:45:18','',653,'https://johnturman.net/?p=654',0,'revision','',0),(655,3,'2024-06-22 17:40:49','2024-06-22 22:40:49','','2024-06-22-1','','inherit','open','closed','','2024-06-22-1','','','2024-06-22 17:40:49','2024-06-22 22:40:49','',0,'https://johnturman.net/wp-content/uploads/2024/06/2024-06-22-1.png',0,'attachment','image/png',0),(658,1,'2024-06-23 08:25:34','2024-06-23 13:25:34','<!-- wp:paragraph -->\n<p>The latest release of my chatbot stack adds support for user managed narrow AI widgets. This means users can craft conversations with the chatbot suited to their own needs. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When creating or editing narrow widgets, users can set appearance options, set up instructions for the conversation, and toggle/configure from available features. The user managed widgets have all the capabilities of the coded widgets (which are still available), but their dynamic nature makes them extremely powerful.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>There are limitless possibilities when creating new widgets. Some of the areas I have been exploring with my widgets are:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Tutors (programming, science, etc)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games and Entertainment (poker, word games, riddles)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Research</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Advisors/experts (finance, health, home maintenance)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Many more possibilities</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->','Release Notes','','inherit','closed','closed','','653-revision-v1','','','2024-06-23 08:25:34','2024-06-23 13:25:34','',653,'https://johnturman.net/?p=658',0,'revision','',0),(660,1,'2024-06-23 08:31:50','2024-06-23 13:31:50','<!-- wp:paragraph -->\n<p>The latest release of my chatbot stack adds support for user managed narrow AI chat widgets (a.k.a. dynamic widgets). This means users can craft conversations with the chatbot suited to their own needs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When creating or editing narrow widgets, users can set appearance options, set up instructions for the conversation, and toggle/configure from available features. The user managed widgets have all the capabilities of the coded widgets (which are still available), but their dynamic nature makes them more powerful. The coded widgets will likely be phased out over time in favor of the new dynamic widgets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>There are limitless possibilities when creating new widgets. Some of the areas I have been exploring with my widgets are:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Tutors (programming, science, etc)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games and Entertainment (poker, word games, comedy)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Research (history, literature)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Advisors/experts (finance, health, home maintenance)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Many more possibilities!</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p>Widgets that have the \"Save\" feature enabled will allow users to save their conversations as Wordpress/CMS posts.</p>\n<!-- /wp:paragraph -->','Release Notes','','inherit','closed','closed','','653-revision-v1','','','2024-06-23 08:31:50','2024-06-23 13:31:50','',653,'https://johnturman.net/?p=660',0,'revision','',0),(661,1,'2024-06-24 08:47:32','2024-06-24 13:47:32','<!-- wp:paragraph -->\n<p>The latest release of my chatbot stack adds support for user managed narrow AI chat widgets (a.k.a. dynamic widgets). This means users can craft conversations with the chatbot suited to their own needs.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>When creating or editing narrow widgets, users can set appearance options, set up instructions for the conversation, and toggle/configure from available features. The user managed widgets have all the capabilities of the coded widgets (which are still available), but their dynamic nature makes them more powerful. The coded widgets will likely be phased out over time in favor of the new dynamic widgets.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>There are limitless possibilities when creating new widgets. Some of the areas I have been exploring with my widgets are:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Tutors (programming, science, etc)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games and Entertainment (poker, word games, comedy)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Research (history, literature)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Advisors/experts (finance, health, home maintenance)</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Many more possibilities!</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p>Widgets that have the \"Save\" feature enabled will allow users to save their conversations as Wordpress/CMS posts.</p>\n<!-- /wp:paragraph -->','Release Notes - User Managed AI Widgets','','inherit','closed','closed','','653-revision-v1','','','2024-06-24 08:47:32','2024-06-24 13:47:32','',653,'https://johnturman.net/?p=661',0,'revision','',0),(662,1,'2024-06-25 19:03:28','2024-06-26 00:03:28','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two demo videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video. I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio level is a bit too low. I put some time into the subtitles. if you want to use the subtitles, turn on closed captions in the video player.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','publish','open','open','','john-demonstrates-his-narrow-ai-framework','','','2024-07-23 11:05:50','2024-07-23 16:05:50','',0,'https://johnturman.net/?p=662',0,'post','',0),(663,1,'2024-06-25 19:03:28','2024-06-26 00:03:28','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two training videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video, I knew I would make some newbie mistakes, which I did. The lighting is poor and the audio is a bit too low. I put some time into the subtitles if you want to use those (turn on closed captions). </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-25 19:03:28','2024-06-26 00:03:28','',662,'https://johnturman.net/?p=663',0,'revision','',0),(665,1,'2024-06-25 19:10:05','2024-06-26 00:10:05','','cover-2','','inherit','open','closed','','cover-2','','','2024-06-25 19:10:05','2024-06-26 00:10:05','',0,'https://johnturman.net/wp-content/uploads/2024/06/cover-2.jpg',0,'attachment','image/jpeg',0),(667,1,'2024-06-25 19:24:31','2024-06-26 00:24:31','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two training videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video, I knew I would make some newbie mistakes, which I did. Okay, I was nervous some, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio is a bit too low. I put some time into the subtitles if you want to use those (turn on closed captions).</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-25 19:24:31','2024-06-26 00:24:31','',662,'https://johnturman.net/?p=667',0,'revision','',0);
INSERT INTO `wp_posts` VALUES (669,1,'2024-06-25 19:39:57','2024-06-26 00:39:57','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two training videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video, I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio is a bit too low. I put some time into the subtitles. if you want to use those (turn on closed captions).</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-25 19:39:57','2024-06-26 00:39:57','',662,'https://johnturman.net/?p=669',0,'revision','',0),(670,1,'2024-06-26 05:35:10','2024-06-26 10:35:10','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two training videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video, I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio is a bit too low. I put some time into the subtitles. if you want to use those (turn on closed captions).</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-26 05:35:10','2024-06-26 10:35:10','',662,'https://johnturman.net/?p=670',0,'revision','',0),(672,1,'2024-06-26 05:40:45','2024-06-26 10:40:45','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two demo videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video. I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio level is a bit too low. I put some time into the subtitles. if you want to use those (turn on closed captions).</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-26 05:40:45','2024-06-26 10:40:45','',662,'https://johnturman.net/?p=672',0,'revision','',0),(673,3,'2024-06-27 20:44:56','2024-06-28 01:44:56','','2024-06-28','','inherit','open','closed','','2024-06-28','','','2024-06-27 20:44:56','2024-06-28 01:44:56','',0,'https://johnturman.net/wp-content/uploads/2024/06/2024-06-28.png',0,'attachment','image/png',0),(675,1,'2024-06-28 07:29:53','2024-06-28 12:29:53','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two demo videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video. I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio level is a bit too low. I put some time into the subtitles. if you want to use the subtitles, turn on closed captions in the video player.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-06-28 07:29:53','2024-06-28 12:29:53','',662,'https://johnturman.net/?p=675',0,'revision','',0),(676,1,'2024-07-01 09:49:05','2024-07-01 14:49:05','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; background-color: var(--wp--preset--color--base); font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nWelcome to the table, John! Great to have you here.\n\nYou start with $1000. Let\'s get started by placing your bets. First, decide if you want to place a Pass Line or Don\'t Pass Line bet (essentially betting with or against the dice). The minimum bet is $5 and the maximum is $5000 on this table.\n\nLet me know your bet and I\'ll explain the next steps!\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n50 on the pass line\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGreat choice, John! You\'ve placed $50 on the Pass Line.\n\nHere\'s how it works: we\'re about to roll the \"come-out roll\". If you roll a 7 or 11, you win your Pass Line bet. If you roll a 2, 3, or 12, you lose. Any other number (4, 5, 6, 8, 9, or 10) becomes the \"point,\" and we\'ll continue rolling. The goal then is to roll the point number again before rolling a 7.\n\nAre you ready to roll the dice, John?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nroll\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, let\'s see how you do.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 7!\n\nCongratulations, John! You rolled a natural on the come-out roll. You win your $50 Pass Line bet. Now you have $1050.\n\nWould you like to keep playing? If so, would you like to place another Pass Line bet, or try something different?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n200 on pass\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nFeeling lucky, I see! You\'ve placed $200 on the Pass Line. Here\'s hoping for another winning roll.\n\nReady for the come-out roll, John?\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 6!\n\nThe number 6 is now the point. You will need to roll a 6 again before rolling a 7 to win your Pass Line bet. Let\'s keep the dice rolling!\n\nReady for the next roll?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n400 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'ve placed a $400 bet on Hard Eights, which means you\'re betting that the next roll will be a pair of fours (4-4), otherwise known as a hard 8. Remember, you still need to roll a 6 to win your Pass Line bet.\n\nAlright, John, let\'s roll the dice and see what happens.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 5-3! That\'s a soft 8 (not a pair of fours).\n\nUnfortunately, you lose the Hard Eights bet. But don’t worry; you\'re still in the game for the Pass Line bet as we\'re still trying to hit a 6.\n\nYour balance is now $650. Want to place any additional bets or continue rolling for the point?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n650 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'re going big this time! You\'ve placed $650 on Hard Eights.\n\nRemember, we still need a 6 to win your Pass Line bet, and you\'re now also betting on rolling a hard 8.\n\nAlright, John, let’s roll the dice.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 4-3. That\'s a 7!\n\nUnfortunately, you lose both your Hard Eights and Pass Line bets. Your balance is now down to $0.\n\nThank you for playing, John. Would you like to buy back in and continue playing or call it a day?\n\n</div>\n ','(Craps) Trying to Get Ahead with Hard Eights','','publish','open','open','','craps-trying-to-get-ahead-with-hard-eights','','','2024-07-23 19:10:08','2024-07-24 00:10:08','',0,'https://johnturman.net/?p=676',0,'post','',0),(678,1,'2024-07-01 09:48:06','2024-07-01 14:48:06','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; background-color: var(--wp--preset--color--base); font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nWelcome to the table, John! Great to have you here.\n\nYou start with $1000. Let\'s get started by placing your bets. First, decide if you want to place a Pass Line or Don\'t Pass Line bet (essentially betting with or against the dice). The minimum bet is $5 and the maximum is $5000 on this table.\n\nLet me know your bet and I\'ll explain the next steps!\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n50 on the pass line\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGreat choice, John! You\'ve placed $50 on the Pass Line.\n\nHere\'s how it works: we\'re about to roll the \"come-out roll\". If you roll a 7 or 11, you win your Pass Line bet. If you roll a 2, 3, or 12, you lose. Any other number (4, 5, 6, 8, 9, or 10) becomes the \"point,\" and we\'ll continue rolling. The goal then is to roll the point number again before rolling a 7.\n\nAre you ready to roll the dice, John?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nroll\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, let\'s see how you do.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 7!\n\nCongratulations, John! You rolled a natural on the come-out roll. You win your $50 Pass Line bet. Now you have $1050.\n\nWould you like to keep playing? If so, would you like to place another Pass Line bet, or try something different?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n200 on pass\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nFeeling lucky, I see! You\'ve placed $200 on the Pass Line. Here\'s hoping for another winning roll.\n\nReady for the come-out roll, John?\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 6!\n\nThe number 6 is now the point. You will need to roll a 6 again before rolling a 7 to win your Pass Line bet. Let\'s keep the dice rolling!\n\nReady for the next roll?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n400 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'ve placed a $400 bet on Hard Eights, which means you\'re betting that the next roll will be a pair of fours (4-4), otherwise known as a hard 8. Remember, you still need to roll a 6 to win your Pass Line bet.\n\nAlright, John, let\'s roll the dice and see what happens.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 5-3! That\'s a soft 8 (not a pair of fours).\n\nUnfortunately, you lose the Hard Eights bet. But don’t worry; you\'re still in the game for the Pass Line bet as we\'re still trying to hit a 6.\n\nYour balance is now $650. Want to place any additional bets or continue rolling for the point?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n650 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'re going big this time! You\'ve placed $650 on Hard Eights.\n\nRemember, we still need a 6 to win your Pass Line bet, and you\'re now also betting on rolling a hard 8.\n\nAlright, John, let’s roll the dice.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 4-3. That\'s a 7!\n\nUnfortunately, you lose both your Hard Eights and Pass Line bets. Your balance is now down to $0.\n\nThank you for playing, John. Would you like to buy back in and continue playing or call it a day?\n\n</div>\n ','(Craps) Trying to Get Ahead with Hard Eights','','inherit','closed','closed','','676-autosave-v1','','','2024-07-01 09:48:06','2024-07-01 14:48:06','',676,'https://johnturman.net/?p=678',0,'revision','',0),(679,1,'2024-07-01 09:49:05','2024-07-01 14:49:05','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\"><span style=\"color: #ce93d8; background-color: var(--wp--preset--color--base); font-family: var(--wp--preset--font-family--body); font-size: var(--wp--preset--font-size--medium);\">Chatbot:</span></div>\n</div>\n<div class=\"chat-message\">\n\nWelcome to the table, John! Great to have you here.\n\nYou start with $1000. Let\'s get started by placing your bets. First, decide if you want to place a Pass Line or Don\'t Pass Line bet (essentially betting with or against the dice). The minimum bet is $5 and the maximum is $5000 on this table.\n\nLet me know your bet and I\'ll explain the next steps!\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n50 on the pass line\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nGreat choice, John! You\'ve placed $50 on the Pass Line.\n\nHere\'s how it works: we\'re about to roll the \"come-out roll\". If you roll a 7 or 11, you win your Pass Line bet. If you roll a 2, 3, or 12, you lose. Any other number (4, 5, 6, 8, 9, or 10) becomes the \"point,\" and we\'ll continue rolling. The goal then is to roll the point number again before rolling a 7.\n\nAre you ready to roll the dice, John?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\nroll\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nAlright, let\'s see how you do.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 7!\n\nCongratulations, John! You rolled a natural on the come-out roll. You win your $50 Pass Line bet. Now you have $1050.\n\nWould you like to keep playing? If so, would you like to place another Pass Line bet, or try something different?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n200 on pass\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nFeeling lucky, I see! You\'ve placed $200 on the Pass Line. Here\'s hoping for another winning roll.\n\nReady for the come-out roll, John?\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show a 6!\n\nThe number 6 is now the point. You will need to roll a 6 again before rolling a 7 to win your Pass Line bet. Let\'s keep the dice rolling!\n\nReady for the next roll?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n400 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'ve placed a $400 bet on Hard Eights, which means you\'re betting that the next roll will be a pair of fours (4-4), otherwise known as a hard 8. Remember, you still need to roll a 6 to win your Pass Line bet.\n\nAlright, John, let\'s roll the dice and see what happens.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 5-3! That\'s a soft 8 (not a pair of fours).\n\nUnfortunately, you lose the Hard Eights bet. But don’t worry; you\'re still in the game for the Pass Line bet as we\'re still trying to hit a 6.\n\nYour balance is now $650. Want to place any additional bets or continue rolling for the point?\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight: bold;\">John:</div>\n650 on hard eights, then roll.\n\n</div>\n \n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight: bold;\">Chatbot:</div>\nYou\'re going big this time! You\'ve placed $650 on Hard Eights.\n\nRemember, we still need a 6 to win your Pass Line bet, and you\'re now also betting on rolling a hard 8.\n\nAlright, John, let’s roll the dice.\n\n<strong>[You roll the dice...]</strong>\n\nThe dice show... 4-3. That\'s a 7!\n\nUnfortunately, you lose both your Hard Eights and Pass Line bets. Your balance is now down to $0.\n\nThank you for playing, John. Would you like to buy back in and continue playing or call it a day?\n\n</div>\n ','(Craps) Trying to Get Ahead with Hard Eights','','inherit','closed','closed','','676-revision-v1','','','2024-07-01 09:49:05','2024-07-01 14:49:05','',676,'https://johnturman.net/?p=679',0,'revision','',0),(680,1,'2024-07-12 07:28:16','2024-07-12 12:28:16','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first.</p>\n<p>Here\'s the empty board for reference:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | 5 | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll mark the center square with an "X".</p>\n<pre><code>1 | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Mark your square with a "Y".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! Here\'s the updated board:</p>\n<pre><code>Y | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Now it\'s my turn. I\'ll go with square 9.</p>\n<pre><code>Y | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>Your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move! Here\'s the updated board:</p>\n<pre><code>Y | 2 | Y\n---------\n4 | X | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>I\'ll pick square 7.</p>\n<pre><code>Y | 2 | Y\n---------\n4 | X | 6\n---------\nX | 8 | X\n</code></pre>\n<p>Your turn!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here’s the board after your move:</p>\n<pre><code>Y | Y | Y\n---------\n4 | X | 6\n---------\nX | 8 | X\n</code></pre>\n<p>It looks like you’ve won, John! Great job!</p>\n<p>Do you want to play again? This time, you can go first.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'ll go in the middle</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! Here\'s the board with your move:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll go with square 1.</p>\n<pre><code>X | 2 | 3\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move, John! Here\'s the updated board:</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll pick square 9.</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>Your turn!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 7</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here\'s the updated board after your move:</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\nY | 8 | X\n</code></pre>\n<p>I\'ll go with square 2.</p>\n<pre><code>X | X | Y\n---------\n4 | Y | 6\n---------\nY | 8 | X\n</code></pre>\n<p>Your move, John!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> i have 3 in a row, right?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You’re absolutely right, John! You have a vertical line of "Y"s in the center column. The winning line is:</p>\n<pre><code>4 | Y | 6\n---------\nY | Y | Y\n---------\n8 | Y | X\n</code></pre>\n<p>Congratulations on your win! Do you want to play another game? This time I’ll go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','trash','open','open','','__trashed-5','','','2024-07-12 07:28:16','2024-07-12 12:28:16','',0,'https://johnturman.net/?p=680',0,'post','',0),(681,1,'2024-07-12 07:28:12','2024-07-12 12:28:12','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first.</p>\n<p>Here’s the initial board:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | 5 | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll place my "X" in the center square (5).</p>\n<p>Current board:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! I\'ll put your "O" in the 3rd square.</p>\n<p>Current board:</p>\n<pre><code>1 | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll place my next "X" in the 1st square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 9</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Got it! I\'ll put your "O" in the 9th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in the 7th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\nX | 8 | O\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, I\'ll put your "O" in the 6th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | O\n---------\nX | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in the 2nd square.</p>\n<p>Current board:</p>\n<pre><code>X | X | O\n---------\n4 | X | O\n---------\nX | 8 | O\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Didn\'t I win after my last move?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You\'re right! I apologize for the oversight. You won because you had:</p>\n<pre><code>3 | 6 | 9\nO | O | O\n</code></pre>\n<p>Congratulations, John! You won this game. Would you like to play another round? This time, you can go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','trash','open','open','','__trashed-4','','','2024-07-12 07:28:12','2024-07-12 12:28:12','',0,'https://johnturman.net/?p=681',0,'post','',0),(682,1,'2024-07-12 07:28:07','2024-07-12 12:28:07','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first. Here\'s the initial board:</p>\n<pre><code> 1 | 2 | 3\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>I placed my "X" in position 5. Your turn! Place your "O" wherever you\'d like by specifying the number of the square.</p>\n<pre><code> 1 | 2 | 3\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Where would you like to put your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! Here\'s the updated board:</p>\n<pre><code> 1 | 2 | O\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Now it\'s my turn. I\'ll place my "X" in position 1.</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 9</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move! Here\'s the updated board:</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n 7 | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in position 7.</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n X | 8 | O\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here\'s the updated board after your move:</p>\n<pre><code> X | 2 | O\n 4 | X | O\n X | 8 | O\n</code></pre>\n<p>Now it\'s my turn. I\'ll place my "X" in position 2.</p>\n<pre><code> X | X | O\n 4 | X | O\n X | 8 | O\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> did I win already?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You’re right, John! You won already with the following line of Os:</p>\n<ul>\n<li>Position 3</li>\n<li>Position 6</li>\n<li>Position 9</li>\n</ul>\n<p>Congratulations!</p>\n<p>Would you like to play another game? This time, you can go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','trash','open','open','','__trashed-3','','','2024-07-12 07:28:07','2024-07-12 12:28:07','',0,'https://johnturman.net/?p=682',0,'post','',0),(683,1,'2024-07-12 07:28:02','2024-07-12 12:28:02','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some poker. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great to have you here, John! Let\'s start the game.</p>\n<p>The blinds for this game are $10 for the small blind and $20 for the big blind.</p>\n<p>Player positions:</p>\n<ul>\n<li>Joe: Small Blind ($10)</li>\n<li>Maria: Big Blind ($20)</li>\n<li>Daniel: Under the Gun (first to act after the blinds)</li>\n<li>John: Dealer/Button</li>\n</ul>\n<p>Each player starts with $1000.</p>\n<p>Let\'s deal the hole cards:</p>\n<ul>\n<li><strong>Joe\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>Maria\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>Daniel\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>John\'s Hole Cards:</strong> [hidden, face-up for John]</li>\n</ul>\n<p><strong>John\'s Hole Cards:</strong> ♥9 ♠J</p>\n<p>The pot currently stands at $30 from the blinds.</p>\n<p><strong>Pre-Flop Betting Round:</strong></p>\n<ul>\n<li>Daniel to act first.</li>\n<li>Maria is the big blind, so she has already put in $20.</li>\n</ul>\n<p>Daniel decides to call the big blind ($20).\nJohn, your turn. Would you like to call ($20), raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John calls the big blind, adding $20 to the pot.</p>\n<p>Joe, the small blind, has already put in $10 and decides to call $10 more to match the big blind.</p>\n<p>Maria, the big blind, checks her option (since no one raised).</p>\n<p>The pot now stands at $80 (10 from Joe, 20 from Maria, 20 from Daniel, and 20 from you).</p>\n<p>Let\'s move on to the flop.</p>\n<p><strong>The Flop:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K</li>\n</ul>\n<p><strong>Post-Flop Betting Round:</strong></p>\n<ul>\n<li>Joe to act first.</li>\n<li>Joe checks.</li>\n<li>Maria checks.</li>\n<li>Daniel bets $40.</li>\n</ul>\n<p>The current pot is $120.</p>\n<p>John, it\'s your turn. Would you like to call ($40), raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls the $40, adding it to the pot.</p>\n<p>Joe and Maria need to decide their actions next.</p>\n<ul>\n<li>Joe calls the $40.</li>\n<li>Maria folds.</li>\n</ul>\n<p>The pot now stands at $240 (including your $40, Joe\'s $40, Daniel\'s $40).</p>\n<p>Let\'s move on to the turn.</p>\n<p><strong>The Turn:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K, ♣9</li>\n</ul>\n<p><strong>Post-Turn Betting Round:</strong></p>\n<ul>\n<li>Joe to act first.</li>\n<li>Joe checks.</li>\n<li>Daniel bets $60.</li>\n</ul>\n<p>John, it\'s your turn. The current pot is $240, and Daniel has bet $60. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p>The action is now back to Joe, who needs to decide whether to call the $100, raise, or fold.</p>\n<ul>\n<li>Joe folds.</li>\n</ul>\n<p>Daniel now needs to decide whether to call the additional $40, raise, or fold.</p>\n<ul>\n<li>Daniel calls the additional $40.</li>\n</ul>\n<p>The pot now stands at $440 (including John\'s $100 and Daniel\'s $100).</p>\n<p>Let\'s move on to the river.</p>\n<p><strong>The River:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K, ♣9, ♠3</li>\n</ul>\n<p><strong>Post-River Betting Round:</strong></p>\n<ul>\n<li>Daniel to act first.</li>\n<li>Daniel bets $150.</li>\n</ul>\n<p>John, the current pot is $440, and Daniel has bet $150. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls the $150, adding it to the pot.</p>\n<p>The final pot stands at $740.</p>\n<p>It\'s time for the showdown. Let\'s reveal the hands:</p>\n<ul>\n<li><strong>Joe:</strong> Folded on the turn.</li>\n<li><strong>Maria:</strong> Folded on the flop.</li>\n<li><strong>Daniel:</strong> Shows ♠10♠9.</li>\n<li><strong>John:</strong> Shows ♥9 ♠J.</li>\n</ul>\n<p><strong>Community Cards:</strong> ♣2, ♦7, ♠K, ♣9, ♠3</p>\n<p>John, you have a pair of 9s with a Jack kicker.\nDaniel also has a pair of 9s but with a King kicker.</p>\n<p>Unfortunately, Daniel\'s kicker is higher, so Daniel wins the pot with a better pair of 9s, backed by the King kicker.</p>\n<p>Daniel collects the $740 pot.</p>\n<p>Here is the updated chip count:</p>\n<ul>\n<li><strong>Joe:</strong> $950</li>\n<li><strong>Maria:</strong> $980</li>\n<li><strong>Daniel:</strong> $1600</li>\n<li><strong>John:</strong> $850</li>\n</ul>\n<p>Would you like to play another hand, John?</p>\n</div><br />','Hi. I\'d like to play some poker. My name is John.','','trash','open','open','','__trashed-2','','','2024-07-12 07:28:02','2024-07-12 12:28:02','',0,'https://johnturman.net/?p=683',0,'post','',0),(684,1,'2024-07-01 14:35:06','2024-07-01 19:35:06','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some craps. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! Welcome to the craps table. You\'ve got $1,000 to start with. Let\'s place your bets!</p>\n<p>Here are some options for your initial bets:</p>\n<ol>\n<li><strong>Pass Line Bet</strong>: Wins if the come-out roll is 7 or 11, loses if it\'s 2, 3, or 12. If a 4, 5, 6, 8, 9, or 10 is rolled, that number becomes the point, and you need to roll the point before rolling a 7 to win.</li>\n<li><strong>Don\'t Pass Bet</strong>: Essentially the opposite of the Pass Line bet. Wins if the come-out roll is 2 or 3, pushes (tie) if it\'s 12, and loses if it\'s 7 or 11. If a 4, 5, 6, 8, 9, or 10 is rolled, you win by rolling a 7 before the point is rolled again.</li>\n</ol>\n<p>You can also place:</p>\n<ul>\n<li><strong>Come Bet</strong>: Similar to Pass Line but made after the come-out roll.</li>\n<li><strong>Don\'t Come Bet</strong>: Similar to Don\'t Pass but made after the come-out roll.</li>\n<li><strong>Place Bets</strong>: Bet that a specific number (4, 5, 6, 8, 9, 10) will be rolled before a 7.</li>\n</ul>\n<p>How would you like to start, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! You placed a $100 bet on the Pass Line. Let\'s get started with the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we\'ve got! <em>rolls dice</em></p>\n<p>You rolled a 7. Congratulations, you\'ve won your Pass Line bet!</p>\n<p>Your initial bet of $100 wins, so you get $100 for a total of $200. Your new balance is $1,100.</p>\n<p>Would you like to place another bet? You can keep it on the Pass Line, change it up, or try something new. Let me know!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 200 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve placed a $200 bet on the Pass Line. Let\'s go ahead and roll the dice for the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here we go! Let\'s roll the dice. <em>rolls dice</em></p>\n<p>You rolled a 9. The point is now 9.</p>\n<p>Now the aim is to roll a 9 again before hitting a 7. Any other numbers rolled don\'t affect the outcome right now.</p>\n<p>Keep rolling until we hit the point (9) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> what are some common side bets?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great question, John! Here are some common side bets you can make in a game of craps:</p>\n<ol>\n<li>\n<p><strong>Come Bet</strong>: Similar to the Pass Line bet but made after the point has been established. You win if the next roll is 7 or 11, and lose if it\'s 2, 3, or 12. If a different number (4, 5, 6, 8, 9, 10) is rolled, that becomes your "come point," and you need to roll that number again before rolling a 7.</p>\n</li>\n<li>\n<p><strong>Don\'t Come Bet</strong>: The opposite of the Come Bet. You win if the next roll is 2 or 3, push if it\'s 12, and lose if it\'s 7 or 11. If another number is rolled, that becomes your "point," and you need to roll a 7 before that number.</p>\n</li>\n<li>\n<p><strong>Place Bets</strong>: You can bet that specific numbers (4, 5, 6, 8, 9, 10) will be rolled before a 7. Each number has different payout odds.</p>\n</li>\n<li>\n<p><strong>Field Bets</strong>: A one-roll bet where you win if the dice show 2, 3, 4, 9, 10, 11, or 12. Each winning number has specific payout odds.</p>\n</li>\n<li>\n<p><strong>Proposition Bets</strong>: These are one-roll bets. You can bet on specific numbers or combinations (like Any Craps, Any Seven, Snake Eyes, etc.), and typically have higher payouts but are riskier.</p>\n</li>\n<li>\n<p><strong>Hardway Bets</strong>: Betting that a double (e.g., two 2s for a 4) will be rolled before a 7 or an easier way to roll that number (e.g., 1-3 or 2-2 for a 4).</p>\n</li>\n</ol>\n<p>Would you like to place any side bets before we continue?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $200, then roll.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Got it, John! You\'ve placed a <strong>Place Bet</strong> of $200 on the 10. Now you have both a $200 Pass Line bet (with a point of 9) and a $200 Place Bet on 10.</p>\n<p>Let\'s roll the dice and see what happens! <em>rolls dice</em></p>\n<p>You rolled a 6.</p>\n<p>No change to your bets, since 6 is not the point (9) or your Place Bet (10).</p>\n<p>Let\'s keep rolling until we hit the point (9), the Place Bet number (10), or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 10. Congratulations, John!</p>\n<p>Your Place Bet on 10 pays out. Place Bets on 10 usually pay 9:5. Since you bet $200, you win $360.</p>\n<p>Your total winnings from the Place Bet are now $560 ($200 bet + $360 win).</p>\n<p>Let\'s tally up the balance:</p>\n<ul>\n<li>Pass Line Bet: $200 (still in play with point of 9)</li>\n<li>Place Bet on 10: $560</li>\n<li>Initial balance: $1,100</li>\n</ul>\n<p>New balance: $1,660</p>\n<p>Would you like to place any new bets or just continue rolling for the current Pass Line bet with point 9?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $1000</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve got a new Place Bet of $1,000 on 10.</p>\n<p>Now your bets are:</p>\n<ol>\n<li>$200 on the Pass Line with a point of 9.</li>\n<li>$1,000 on the Place Bet for 10.</li>\n</ol>\n<p>Let\'s see how it plays out. Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 7.</p>\n<p>Unfortunately, that\'s a <strong>seven-out</strong>. Here’s how it impacts your bets:</p>\n<ol>\n<li>Your Pass Line bet of $200 loses.</li>\n<li>Your Place Bet of $1,000 on 10 also loses.</li>\n</ol>\n<p>Let\'s tally up your current balance:</p>\n<ul>\n<li>Previous balance: $1,660</li>\n<li>Lost on Pass Line: $200</li>\n<li>Lost on Place Bet: $1,000</li>\n</ul>\n<p>New balance: $460.</p>\n<p>Would you like to make another bet, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John, you\'ve placed a $100 bet on the Pass Line. Let\'s go for the come-out roll.</p>\n<p>Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we get! <em>rolls dice</em></p>\n<p>You rolled an 11. Congratulations, John!</p>\n<p>You win your Pass Line bet. Your $100 bet wins an additional $100, giving you a total of $200.</p>\n<p>Your new balance is $660.</p>\n<p>Would you like to place another bet?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 400 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You\'ve placed a $400 bet on the Pass Line. Let\'s get started with the come-out roll.</p>\n<p>When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 5. The point is now 5.</p>\n<p>Now the goal is to roll another 5 before a 7 comes up. Any other numbers rolled in the meantime don\'t affect your bet.</p>\n<p>Keep rolling until we hit the point (5) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet my remaining money on hard eights</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John. You\'re placing your remaining $260 on a <strong>Hard Eight</strong>.</p>\n<p>This bet means you\'re betting that an 8 will be rolled as two 4s before a 7 or any other combination that makes 8 (like 5-3 or 6-2).</p>\n<p>Just to recap, here are your bets:</p>\n<ol>\n<li>$400 on the Pass Line with the point at 5.</li>\n<li>$260 on Hard Eight.</li>\n</ol>\n<p>Let\'s roll the dice and see what happens! When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 7. Unfortunately, that\'s a <strong>seven-out</strong>, and this impacts your bets as follows:</p>\n<ol>\n<li>Your Pass Line bet of $400 loses.</li>\n<li>Your Hard Eight bet of $260 also loses.</li>\n</ol>\n<p>That means you\'ve lost all your current bets.</p>\n<p>Your balance is now $0.</p>\n<p>It was a tough round, John. If you\'d like to play again or need any more information, just let me know!</p>\n</div><br />','(Craps) Pass Line, Place, and Hardway Bets','','publish','open','open','','craps-pass-line-place-and-hard-way-bets','','','2024-07-23 18:36:51','2024-07-23 23:36:51','',0,'https://johnturman.net/?p=684',0,'post','',0),(686,1,'2024-07-01 12:06:46','2024-07-01 17:06:46','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some craps. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! Welcome to the craps table. You\'ve got $1,000 to start with. Let\'s place your bets!</p>\n<p>Here are some options for your initial bets:</p>\n<ol>\n<li><strong>Pass Line Bet</strong>: Wins if the come-out roll is 7 or 11, loses if it\'s 2, 3, or 12. If a 4, 5, 6, 8, 9, or 10 is rolled, that number becomes the point, and you need to roll the point before rolling a 7 to win.</li>\n<li><strong>Don\'t Pass Bet</strong>: Essentially the opposite of the Pass Line bet. Wins if the come-out roll is 2 or 3, pushes (tie) if it\'s 12, and loses if it\'s 7 or 11. If a 4, 5, 6, 8, 9, or 10 is rolled, you win by rolling a 7 before the point is rolled again.</li>\n</ol>\n<p>You can also place:</p>\n<ul>\n<li><strong>Come Bet</strong>: Similar to Pass Line but made after the come-out roll.</li>\n<li><strong>Don\'t Come Bet</strong>: Similar to Don\'t Pass but made after the come-out roll.</li>\n<li><strong>Place Bets</strong>: Bet that a specific number (4, 5, 6, 8, 9, 10) will be rolled before a 7.</li>\n</ul>\n<p>How would you like to start, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! You placed a $100 bet on the Pass Line. Let\'s get started with the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we\'ve got! <em>rolls dice</em></p>\n<p>You rolled a 7. Congratulations, you\'ve won your Pass Line bet!</p>\n<p>Your initial bet of $100 wins, so you get $100 for a total of $200. Your new balance is $1,100.</p>\n<p>Would you like to place another bet? You can keep it on the Pass Line, change it up, or try something new. Let me know!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 200 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve placed a $200 bet on the Pass Line. Let\'s go ahead and roll the dice for the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here we go! Let\'s roll the dice. <em>rolls dice</em></p>\n<p>You rolled a 9. The point is now 9.</p>\n<p>Now the aim is to roll a 9 again before hitting a 7. Any other numbers rolled don\'t affect the outcome right now.</p>\n<p>Keep rolling until we hit the point (9) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> what are some common side bets?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great question, John! Here are some common side bets you can make in a game of craps:</p>\n<ol>\n<li>\n<p><strong>Come Bet</strong>: Similar to the Pass Line bet but made after the point has been established. You win if the next roll is 7 or 11, and lose if it\'s 2, 3, or 12. If a different number (4, 5, 6, 8, 9, 10) is rolled, that becomes your "come point," and you need to roll that number again before rolling a 7.</p>\n</li>\n<li>\n<p><strong>Don\'t Come Bet</strong>: The opposite of the Come Bet. You win if the next roll is 2 or 3, push if it\'s 12, and lose if it\'s 7 or 11. If another number is rolled, that becomes your "point," and you need to roll a 7 before that number.</p>\n</li>\n<li>\n<p><strong>Place Bets</strong>: You can bet that specific numbers (4, 5, 6, 8, 9, 10) will be rolled before a 7. Each number has different payout odds.</p>\n</li>\n<li>\n<p><strong>Field Bets</strong>: A one-roll bet where you win if the dice show 2, 3, 4, 9, 10, 11, or 12. Each winning number has specific payout odds.</p>\n</li>\n<li>\n<p><strong>Proposition Bets</strong>: These are one-roll bets. You can bet on specific numbers or combinations (like Any Craps, Any Seven, Snake Eyes, etc.), and typically have higher payouts but are riskier.</p>\n</li>\n<li>\n<p><strong>Hardway Bets</strong>: Betting that a double (e.g., two 2s for a 4) will be rolled before a 7 or an easier way to roll that number (e.g., 1-3 or 2-2 for a 4).</p>\n</li>\n</ol>\n<p>Would you like to place any side bets before we continue?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $200, then roll.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Got it, John! You\'ve placed a <strong>Place Bet</strong> of $200 on the 10. Now you have both a $200 Pass Line bet (with a point of 9) and a $200 Place Bet on 10.</p>\n<p>Let\'s roll the dice and see what happens! <em>rolls dice</em></p>\n<p>You rolled a 6.</p>\n<p>No change to your bets, since 6 is not the point (9) or your Place Bet (10).</p>\n<p>Let\'s keep rolling until we hit the point (9), the Place Bet number (10), or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 10. Congratulations, John!</p>\n<p>Your Place Bet on 10 pays out. Place Bets on 10 usually pay 9:5. Since you bet $200, you win $360.</p>\n<p>Your total winnings from the Place Bet are now $560 ($200 bet + $360 win).</p>\n<p>Let\'s tally up the balance:</p>\n<ul>\n<li>Pass Line Bet: $200 (still in play with point of 9)</li>\n<li>Place Bet on 10: $560</li>\n<li>Initial balance: $1,100</li>\n</ul>\n<p>New balance: $1,660</p>\n<p>Would you like to place any new bets or just continue rolling for the current Pass Line bet with point 9?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $1000</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve got a new Place Bet of $1,000 on 10.</p>\n<p>Now your bets are:</p>\n<ol>\n<li>$200 on the Pass Line with a point of 9.</li>\n<li>$1,000 on the Place Bet for 10.</li>\n</ol>\n<p>Let\'s see how it plays out. Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 7.</p>\n<p>Unfortunately, that\'s a <strong>seven-out</strong>. Here’s how it impacts your bets:</p>\n<ol>\n<li>Your Pass Line bet of $200 loses.</li>\n<li>Your Place Bet of $1,000 on 10 also loses.</li>\n</ol>\n<p>Let\'s tally up your current balance:</p>\n<ul>\n<li>Previous balance: $1,660</li>\n<li>Lost on Pass Line: $200</li>\n<li>Lost on Place Bet: $1,000</li>\n</ul>\n<p>New balance: $460.</p>\n<p>Would you like to make another bet, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John, you\'ve placed a $100 bet on the Pass Line. Let\'s go for the come-out roll.</p>\n<p>Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we get! <em>rolls dice</em></p>\n<p>You rolled an 11. Congratulations, John!</p>\n<p>You win your Pass Line bet. Your $100 bet wins an additional $100, giving you a total of $200.</p>\n<p>Your new balance is $660.</p>\n<p>Would you like to place another bet?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 400 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You\'ve placed a $400 bet on the Pass Line. Let\'s get started with the come-out roll.</p>\n<p>When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 5. The point is now 5.</p>\n<p>Now the goal is to roll another 5 before a 7 comes up. Any other numbers rolled in the meantime don\'t affect your bet.</p>\n<p>Keep rolling until we hit the point (5) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet my remaining money on hard eights</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John. You\'re placing your remaining $260 on a <strong>Hard Eight</strong>.</p>\n<p>This bet means you\'re betting that an 8 will be rolled as two 4s before a 7 or any other combination that makes 8 (like 5-3 or 6-2).</p>\n<p>Just to recap, here are your bets:</p>\n<ol>\n<li>$400 on the Pass Line with the point at 5.</li>\n<li>$260 on Hard Eight.</li>\n</ol>\n<p>Let\'s roll the dice and see what happens! When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 7. Unfortunately, that\'s a <strong>seven-out</strong>, and this impacts your bets as follows:</p>\n<ol>\n<li>Your Pass Line bet of $400 loses.</li>\n<li>Your Hard Eight bet of $260 also loses.</li>\n</ol>\n<p>That means you\'ve lost all your current bets.</p>\n<p>Your balance is now $0.</p>\n<p>It was a tough round, John. If you\'d like to play again or need any more information, just let me know!</p>\n</div><br />','(Craps) Pass line, Place, and Hard-way bets','','inherit','closed','closed','','684-revision-v1','','','2024-07-01 12:06:46','2024-07-01 17:06:46','',684,'https://johnturman.net/?p=686',0,'revision','',0),(687,1,'2024-07-01 14:28:00','2024-07-01 19:28:00','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some Texas Hold\'em. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great to have you here, John! Let\'s introduce the other players at the table:</p>\n<ol>\n<li><strong>Luca</strong> from Italy.</li>\n<li><strong>Yuki</strong> from Japan.</li>\n<li><strong>Carlos</strong> from Spain.</li>\n</ol>\n<p>Everyone starts with $1000. Let\'s deal the hole cards.</p>\n<h3>Hole Cards</h3>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Hearts, King of Hearts]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p>We\'ll start with the small blind and big blind. Since we don\'t have a designated order, let\'s take it as if Luca is the small blind and Carlos is the big blind.</p>\n<ul>\n<li><strong>Small Blind (Luca)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $20 to match the big blind.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20.</p>\n<p>Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John calls $20.</p>\n<p>Now it\'s Luca\'s turn. Since Luca is the small blind, he needs to add $10 to match the current bet of $20.</p>\n<p><strong>Luca</strong>: Calls $10.</p>\n<p>All players have matched the initial bet. Let\'s move on to the flop.</p>\n<h3>Pot: $80</h3>\n<h3>The Flop</h3>\n<ol>\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. How would you like to proceed?</p>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in the game.</p>\n<p><strong>Carlos</strong>: Calls $50.</p>\n<p><strong>John</strong>, it\'s your turn now. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong> now needs to decide whether to call, raise, or fold. The current bet is $100.</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s your turn again. The current bet is $100.</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<p><strong>Carlos</strong>, the bet is $100 to stay in.</p>\n<p><strong>Carlos</strong>: Calls $50, total $100.</p>\n<h3>Pot: $380</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $380. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<p><strong>Carlos</strong>, it\'s up to you now. The current bet is $100.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n<li>7 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn again. The current pot is $580. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Since both players checked, let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [10 of Hearts, 9 of Clubs] - A straight (7, 8, 9, 10, Jack)</li>\n<li><strong>John</strong>: [Ace of Hearts, King of Hearts] - High card Ace</li>\n</ul>\n<h3>Results</h3>\n<p><strong>Yuki</strong> wins the pot of $580 with a straight (7, 8, 9, 10, Jack).</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $980</li>\n<li><strong>Yuki</strong>: $1380</li>\n<li><strong>Carlos</strong>: $930</li>\n<li><strong>John</strong>: $880</li>\n</ul>\n<p>Great game so far! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Awesome! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>Once again, let\'s place our blinds. This time, we\'ll rotate them.</p>\n<ul>\n<li><strong>Small Blind (Yuki)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [10 of Spades, Jack of Spades]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>John</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $20.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $20 to stay in.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, it\'s now up to you. The current bet is $20. You have already placed the small blind of $10, so you need to add $10 to match.</p>\n<p><strong>Yuki</strong>: Calls $10.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s back to you. The current bet is now $100. Would you like to call, re-raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<h3>Pot: $230</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it’s your turn. The current pot is $230. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<h3>Pot: $430</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n<li>Ace of Spades</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $430. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<h3>Results</h3>\n<p>John wins the pot of $580!</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $960</li>\n<li><strong>Yuki</strong>: $1230</li>\n<li><strong>Carlos</strong>: $910</li>\n<li><strong>John</strong>: $1330</li>\n</ul>\n<p>Great play, John! Ready for another hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Excellent! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (Carlos)</strong>: $10</li>\n<li><strong>Big Blind (John)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [7 of Hearts, 8 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Luca</strong>, it\'s your turn first. The current bet is $20 to match the big blind.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, your turn. The current bet is $20 to stay in.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, you\'re in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more.</p>\n<p><strong>Carlos</strong>: Calls $10.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20. Would you like to check, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John matches the big blind and checks.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p>All players have checked. Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $150 to stay in.</p>\n<p><strong>Luca</strong>: Calls $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $150.</p>\n<p><strong>Carlos</strong>, it\'s up to you. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $530</h3>\n<p>Let\'s proceed to the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n<li>3 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $530. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 250</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $250.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s up to you now. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $250.</p>\n<h3>Pot: $1030</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [King of Hearts, 8 of Diamonds] - High card King</li>\n<li><strong>John</strong>: [7 of Hearts, 8 of Clubs] - Pair of 8s</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $1030 with a pair of 8s.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $810</li>\n<li><strong>Yuki</strong>: $830</li>\n<li><strong>Carlos</strong>: $900</li>\n<li><strong>John</strong>: $2160</li>\n</ul>\n<p>You\'re on a winning streak, John! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Fantastic! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (John)</strong>: $10</li>\n<li><strong>Big Blind (Luca)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Diamonds, 4 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Yuki</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, your turn. The current bet is $20 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Calls $20.</p>\n<p><strong>John</strong>, you are in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $10.</p>\n<p><strong>Luca</strong> (big blind), it\'s your turn. The current bet is $20 to stay in. Would you like to check, raise, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Bets $40.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $40. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $40.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<h3>Pot: $160</h3>\n<p>Let\'s proceed to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Both players have checked. Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"5\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160, and the bet to stay in is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $50.</p>\n<h3>Pot: $260</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [9 of Clubs, 8 of Clubs] - High card King</li>\n<li><strong>John</strong>: [Ace of Diamonds, 4 of Clubs] - High card King (Ace kicker)</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $260 with a high card King, ace kicker.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $770</li>\n<li><strong>Yuki</strong>: $740</li>\n<li><strong>Carlos</strong>: $880</li>\n<li><strong>John</strong>: $2420</li>\n</ul>\n<p>You\'re doing great, John! Ready for another hand?</p>\n</div><br />','(Texas Hold\'em) 3 AI Players, 1 Human','','publish','open','open','','hi-id-like-to-play-some-texas-holdem-my-name-is-john','','','2024-07-23 18:39:15','2024-07-23 23:39:15','',0,'https://johnturman.net/?p=687',0,'post','',0),(689,1,'2024-07-01 13:02:52','2024-07-01 18:02:52','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some Texas Hold\'em. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great to have you here, John! Let\'s introduce the other players at the table:</p>\n<ol>\n<li><strong>Luca</strong> from Italy.</li>\n<li><strong>Yuki</strong> from Japan.</li>\n<li><strong>Carlos</strong> from Spain.</li>\n</ol>\n<p>Everyone starts with $1000. Let\'s deal the hole cards.</p>\n<h3>Hole Cards</h3>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Hearts, King of Hearts]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p>We\'ll start with the small blind and big blind. Since we don\'t have a designated order, let\'s take it as if Luca is the small blind and Carlos is the big blind.</p>\n<ul>\n<li><strong>Small Blind (Luca)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $20 to match the big blind.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20.</p>\n<p>Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John calls $20.</p>\n<p>Now it\'s Luca\'s turn. Since Luca is the small blind, he needs to add $10 to match the current bet of $20.</p>\n<p><strong>Luca</strong>: Calls $10.</p>\n<p>All players have matched the initial bet. Let\'s move on to the flop.</p>\n<h3>Pot: $80</h3>\n<h3>The Flop</h3>\n<ol>\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. How would you like to proceed?</p>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in the game.</p>\n<p><strong>Carlos</strong>: Calls $50.</p>\n<p><strong>John</strong>, it\'s your turn now. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong> now needs to decide whether to call, raise, or fold. The current bet is $100.</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s your turn again. The current bet is $100.</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<p><strong>Carlos</strong>, the bet is $100 to stay in.</p>\n<p><strong>Carlos</strong>: Calls $50, total $100.</p>\n<h3>Pot: $380</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $380. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<p><strong>Carlos</strong>, it\'s up to you now. The current bet is $100.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n<li>7 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn again. The current pot is $580. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Since both players checked, let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [10 of Hearts, 9 of Clubs] - A straight (7, 8, 9, 10, Jack)</li>\n<li><strong>John</strong>: [Ace of Hearts, King of Hearts] - High card Ace</li>\n</ul>\n<h3>Results</h3>\n<p><strong>Yuki</strong> wins the pot of $580 with a straight (7, 8, 9, 10, Jack).</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $980</li>\n<li><strong>Yuki</strong>: $1380</li>\n<li><strong>Carlos</strong>: $930</li>\n<li><strong>John</strong>: $880</li>\n</ul>\n<p>Great game so far! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Awesome! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>Once again, let\'s place our blinds. This time, we\'ll rotate them.</p>\n<ul>\n<li><strong>Small Blind (Yuki)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [10 of Spades, Jack of Spades]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>John</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $20.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $20 to stay in.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, it\'s now up to you. The current bet is $20. You have already placed the small blind of $10, so you need to add $10 to match.</p>\n<p><strong>Yuki</strong>: Calls $10.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s back to you. The current bet is now $100. Would you like to call, re-raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<h3>Pot: $230</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it’s your turn. The current pot is $230. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<h3>Pot: $430</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n<li>Ace of Spades</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $430. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<h3>Results</h3>\n<p>John wins the pot of $580!</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $960</li>\n<li><strong>Yuki</strong>: $1230</li>\n<li><strong>Carlos</strong>: $910</li>\n<li><strong>John</strong>: $1330</li>\n</ul>\n<p>Great play, John! Ready for another hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Excellent! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (Carlos)</strong>: $10</li>\n<li><strong>Big Blind (John)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [7 of Hearts, 8 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Luca</strong>, it\'s your turn first. The current bet is $20 to match the big blind.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, your turn. The current bet is $20 to stay in.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, you\'re in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more.</p>\n<p><strong>Carlos</strong>: Calls $10.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20. Would you like to check, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John matches the big blind and checks.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p>All players have checked. Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $150 to stay in.</p>\n<p><strong>Luca</strong>: Calls $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $150.</p>\n<p><strong>Carlos</strong>, it\'s up to you. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $530</h3>\n<p>Let\'s proceed to the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n<li>3 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $530. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 250</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $250.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s up to you now. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $250.</p>\n<h3>Pot: $1030</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [King of Hearts, 8 of Diamonds] - High card King</li>\n<li><strong>John</strong>: [7 of Hearts, 8 of Clubs] - Pair of 8s</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $1030 with a pair of 8s.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $810</li>\n<li><strong>Yuki</strong>: $830</li>\n<li><strong>Carlos</strong>: $900</li>\n<li><strong>John</strong>: $2160</li>\n</ul>\n<p>You\'re on a winning streak, John! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Fantastic! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (John)</strong>: $10</li>\n<li><strong>Big Blind (Luca)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Diamonds, 4 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Yuki</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, your turn. The current bet is $20 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Calls $20.</p>\n<p><strong>John</strong>, you are in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $10.</p>\n<p><strong>Luca</strong> (big blind), it\'s your turn. The current bet is $20 to stay in. Would you like to check, raise, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Bets $40.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $40. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $40.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<h3>Pot: $160</h3>\n<p>Let\'s proceed to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Both players have checked. Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"5\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160, and the bet to stay in is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $50.</p>\n<h3>Pot: $260</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [9 of Clubs, 8 of Clubs] - High card King</li>\n<li><strong>John</strong>: [Ace of Diamonds, 4 of Clubs] - High card King (Ace kicker)</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $260 with a high card King, ace kicker.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $770</li>\n<li><strong>Yuki</strong>: $740</li>\n<li><strong>Carlos</strong>: $880</li>\n<li><strong>John</strong>: $2420</li>\n</ul>\n<p>You\'re doing great, John! Ready for another hand?</p>\n</div><br />','Hi. I\'d like to play some Texas Hold\'em. My name is John.','','inherit','closed','closed','','687-revision-v1','','','2024-07-01 13:02:52','2024-07-01 18:02:52','',687,'https://johnturman.net/?p=689',0,'revision','',0),(691,1,'2024-07-01 13:12:50','2024-07-01 18:12:50','','craps','','inherit','open','closed','','craps','','','2024-07-01 13:12:50','2024-07-01 18:12:50','',0,'https://johnturman.net/wp-content/uploads/2024/07/craps.jpg',0,'attachment','image/jpeg',0),(693,1,'2024-07-01 13:23:18','2024-07-01 18:23:18','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some Texas Hold\'em. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great to have you here, John! Let\'s introduce the other players at the table:</p>\n<ol>\n<li><strong>Luca</strong> from Italy.</li>\n<li><strong>Yuki</strong> from Japan.</li>\n<li><strong>Carlos</strong> from Spain.</li>\n</ol>\n<p>Everyone starts with $1000. Let\'s deal the hole cards.</p>\n<h3>Hole Cards</h3>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Hearts, King of Hearts]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p>We\'ll start with the small blind and big blind. Since we don\'t have a designated order, let\'s take it as if Luca is the small blind and Carlos is the big blind.</p>\n<ul>\n<li><strong>Small Blind (Luca)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $20 to match the big blind.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20.</p>\n<p>Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John calls $20.</p>\n<p>Now it\'s Luca\'s turn. Since Luca is the small blind, he needs to add $10 to match the current bet of $20.</p>\n<p><strong>Luca</strong>: Calls $10.</p>\n<p>All players have matched the initial bet. Let\'s move on to the flop.</p>\n<h3>Pot: $80</h3>\n<h3>The Flop</h3>\n<ol>\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. How would you like to proceed?</p>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in the game.</p>\n<p><strong>Carlos</strong>: Calls $50.</p>\n<p><strong>John</strong>, it\'s your turn now. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong> now needs to decide whether to call, raise, or fold. The current bet is $100.</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s your turn again. The current bet is $100.</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<p><strong>Carlos</strong>, the bet is $100 to stay in.</p>\n<p><strong>Carlos</strong>: Calls $50, total $100.</p>\n<h3>Pot: $380</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $380. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<p><strong>Carlos</strong>, it\'s up to you now. The current bet is $100.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>5 of Hearts</li>\n<li>8 of Spades</li>\n<li>Jack of Diamonds</li>\n<li>Queen of Clubs</li>\n<li>7 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn again. The current pot is $580. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Since both players checked, let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [10 of Hearts, 9 of Clubs] - A straight (7, 8, 9, 10, Jack)</li>\n<li><strong>John</strong>: [Ace of Hearts, King of Hearts] - High card Ace</li>\n</ul>\n<h3>Results</h3>\n<p><strong>Yuki</strong> wins the pot of $580 with a straight (7, 8, 9, 10, Jack).</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $980</li>\n<li><strong>Yuki</strong>: $1380</li>\n<li><strong>Carlos</strong>: $930</li>\n<li><strong>John</strong>: $880</li>\n</ul>\n<p>Great game so far! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Awesome! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>Once again, let\'s place our blinds. This time, we\'ll rotate them.</p>\n<ul>\n<li><strong>Small Blind (Yuki)</strong>: $10</li>\n<li><strong>Big Blind (Carlos)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [10 of Spades, Jack of Spades]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>John</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $20.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $20 to stay in.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, it\'s now up to you. The current bet is $20. You have already placed the small blind of $10, so you need to add $10 to match.</p>\n<p><strong>Yuki</strong>: Calls $10.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $50 to stay in.</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s back to you. The current bet is now $100. Would you like to call, re-raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $50, total $100.</p>\n<h3>Pot: $230</h3>\n<p>Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it’s your turn. The current pot is $230. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $100.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $100 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $100.</p>\n<h3>Pot: $430</h3>\n<p>Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Spades</li>\n<li>King of Diamonds</li>\n<li>Queen of Spades</li>\n<li>3 of Hearts</li>\n<li>Ace of Spades</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $430. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Folds.</p>\n<h3>Pot: $580</h3>\n<h3>Results</h3>\n<p>John wins the pot of $580!</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $960</li>\n<li><strong>Yuki</strong>: $1230</li>\n<li><strong>Carlos</strong>: $910</li>\n<li><strong>John</strong>: $1330</li>\n</ul>\n<p>Great play, John! Ready for another hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Excellent! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (Carlos)</strong>: $10</li>\n<li><strong>Big Blind (John)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [7 of Hearts, 8 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Luca</strong>, it\'s your turn first. The current bet is $20 to match the big blind.</p>\n<p><strong>Luca</strong>: Calls $20.</p>\n<p><strong>Yuki</strong>, your turn. The current bet is $20 to stay in.</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, you\'re in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more.</p>\n<p><strong>Carlos</strong>: Calls $10.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $20. Would you like to check, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John matches the big blind and checks.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to see the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p>All players have checked. Let\'s move on to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Carlos</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 150</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $150.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $150 to stay in.</p>\n<p><strong>Luca</strong>: Calls $150.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $150.</p>\n<p><strong>Carlos</strong>, it\'s up to you. The current bet is $150 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<h3>Pot: $530</h3>\n<p>Let\'s proceed to the river.</p>\n<h3>The River</h3>\n<ol start=\"8\">\n<li>9 of Diamonds</li>\n<li>6 of Spades</li>\n<li>2 of Hearts</li>\n<li>5 of Clubs</li>\n<li>3 of Diamonds</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $530. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet 250</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John bets $250.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<p><strong>Yuki</strong>, it\'s up to you now. The current bet is $250 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $250.</p>\n<h3>Pot: $1030</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [King of Hearts, 8 of Diamonds] - High card King</li>\n<li><strong>John</strong>: [7 of Hearts, 8 of Clubs] - Pair of 8s</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $1030 with a pair of 8s.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $810</li>\n<li><strong>Yuki</strong>: $830</li>\n<li><strong>Carlos</strong>: $900</li>\n<li><strong>John</strong>: $2160</li>\n</ul>\n<p>You\'re on a winning streak, John! Ready for the next hand?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> yes</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Fantastic! Let\'s get started with the next hand.</p>\n<h3>Pre-Flop: Initial Setup</h3>\n<p>We\'ll rotate the blinds once again.</p>\n<ul>\n<li><strong>Small Blind (John)</strong>: $10</li>\n<li><strong>Big Blind (Luca)</strong>: $20</li>\n</ul>\n<h3>Hole Cards</h3>\n<p>I\'ve dealt the hole cards.</p>\n<ul>\n<li><strong>Luca</strong>: [Hidden]</li>\n<li><strong>Yuki</strong>: [Hidden]</li>\n<li><strong>Carlos</strong>: [Hidden]</li>\n<li><strong>John</strong>: [Hidden - [Ace of Diamonds, 4 of Clubs]]</li>\n</ul>\n<h3>Initial Betting Round</h3>\n<p><strong>Yuki</strong>, it\'s your turn first. The current bet is $20 to match the big blind. Would you like to call, raise, or fold?</p>\n<p><strong>Yuki</strong>: Calls $20.</p>\n<p><strong>Carlos</strong>, your turn. The current bet is $20 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Calls $20.</p>\n<p><strong>John</strong>, you are in the small blind and have already placed $10. The current bet is $20, so you need to add $10 more. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $10.</p>\n<p><strong>Luca</strong> (big blind), it\'s your turn. The current bet is $20 to stay in. Would you like to check, raise, or fold?</p>\n<p><strong>Luca</strong>: Checks.</p>\n<p>All players have matched the initial bet.</p>\n<h3>Pot: $80</h3>\n<p>Let\'s proceed to the flop.</p>\n<h3>The Flop</h3>\n<ol>\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n</ol>\n<h3>Second Betting Round</h3>\n<p><strong>Luca</strong>: Checks.</p>\n<p><strong>Yuki</strong>, it\'s your turn. The current pot is $80. Would you like to check, bet, or fold?</p>\n<p><strong>Yuki</strong>: Bets $40.</p>\n<p><strong>Carlos</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Carlos</strong>: Folds.</p>\n<p><strong>John</strong>, it\'s your turn. The current bet is $40. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $40.</p>\n<p><strong>Luca</strong>, it\'s your turn. The current bet is $40 to stay in. Would you like to call, raise, or fold?</p>\n<p><strong>Luca</strong>: Folds.</p>\n<h3>Pot: $160</h3>\n<p>Let\'s proceed to the turn.</p>\n<h3>The Turn</h3>\n<ol start=\"4\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n</ol>\n<h3>Third Betting Round</h3>\n<p><strong>Yuki</strong>: Checks.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160. Would you like to check, bet, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> check</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John checks.</p>\n<p>Both players have checked. Let\'s see the river.</p>\n<h3>The River</h3>\n<ol start=\"5\">\n<li>2 of Diamonds</li>\n<li>7 of Clubs</li>\n<li>King of Clubs</li>\n<li>Jack of Diamonds</li>\n<li>3 of Hearts</li>\n</ol>\n<h3>Final Betting Round</h3>\n<p><strong>Yuki</strong>: Bets $50.</p>\n<p><strong>John</strong>, it\'s your turn. The current pot is $160, and the bet to stay in is $50. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls $50.</p>\n<h3>Pot: $260</h3>\n<p>Let\'s proceed to the showdown and reveal the hands.</p>\n<h3>Showdown</h3>\n<ul>\n<li><strong>Luca</strong>: [Folded, cards not revealed]</li>\n<li><strong>Carlos</strong>: [Folded, cards not revealed]</li>\n<li><strong>Yuki</strong>: [9 of Clubs, 8 of Clubs] - High card King</li>\n<li><strong>John</strong>: [Ace of Diamonds, 4 of Clubs] - High card King (Ace kicker)</li>\n</ul>\n<h3>Results</h3>\n<p><strong>John</strong> wins the pot of $260 with a high card King, ace kicker.</p>\n<h3>Updated Chip Counts</h3>\n<ul>\n<li><strong>Luca</strong>: $770</li>\n<li><strong>Yuki</strong>: $740</li>\n<li><strong>Carlos</strong>: $880</li>\n<li><strong>John</strong>: $2420</li>\n</ul>\n<p>You\'re doing great, John! Ready for another hand?</p>\n</div><br />','(Texas Hold\'em) 3 AI Players, 1 Human','','inherit','closed','closed','','687-revision-v1','','','2024-07-01 13:23:18','2024-07-01 18:23:18','',687,'https://johnturman.net/?p=693',0,'revision','',0),(694,1,'2024-07-12 07:27:50','2024-07-12 12:27:50','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'d like to play some dominoes. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Welcome, John! Glad you could make it. We have different types of domino games to choose from. How about we play a simple block game to start? If you\'d prefer Mexican Train, Chickenfoot, or another variation, just let me know.</p>\n<h3><strong>Simple Block Game Rules:</strong></h3>\n<ol>\n<li><strong>Objective:</strong> The aim is to be the first player to play all your dominoes or to block the game with the lowest total pip count in your hand.</li>\n<li><strong>Setup:</strong>\n<ul>\n<li>Mix all 28 dominoes face down on the table.</li>\n<li>For two players, each player draws 7 dominoes.</li>\n<li>The remaining dominoes form the boneyard (the draw pile).</li>\n</ul>\n</li>\n<li><strong>Starting:</strong> The player with the highest double (double six if present) starts the game. If no one has a double, then draw from the boneyard until a double is found.</li>\n<li><strong>Gameplay:</strong>\n<ul>\n<li>Players take turns placing a domino that matches one of the open ends of the layout.</li>\n<li>If a player cannot make a move, they pass their turn.</li>\n</ul>\n</li>\n<li><strong>Ending the Game:</strong> The game ends when one player has played all their dominoes, or when no player can make a move.</li>\n</ol>\n<p>Does that sound good to you?</p>\n<p><strong>Setting up the game:</strong></p>\n<ul>\n<li>\n<p>Let’s mix the dominoes face down and draw 7 each.</p>\n<p><strong>John\'s dominoes:</strong> [3|5], [1|1], [6|2], [4|0], [3|3], [5|0], [6|6]</p>\n<p><strong>My dominoes:</strong> [Cannot reveal]</p>\n<p><strong>Boneyard (the rest of the pile):</strong> [Hidden]</p>\n</li>\n</ul>\n<h3><strong>Determine Who Goes First:</strong></h3>\n<p>Since you have the double six ([6|6]), you will start the game! Place your double six on the table, and then it will be my turn.</p>\n<p><strong>John\'s first move:</strong> [6|6]</p>\n<p>Your turn, John!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6/6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, John! You\'ve placed the [6|6] on the table as the starting domino.</p>\n<p>Here\'s the layout so far:</p>\n<pre><code>[6|6]\n</code></pre>\n<p>Now it\'s my turn. Let me check my dominoes.</p>\n<h3><strong>My Move:</strong></h3>\n<p>I\'m going to place a [6|3] next to your [6|6]:</p>\n<pre><code>[6|6][6|3]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your dominoes again:</p>\n<ul>\n<li>[3|5]</li>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n<li>[3|3]</li>\n<li>[5|0]</li>\n</ul>\n<p>It\'s your turn, John! What would you like to play?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3|3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move, John! You\'ve placed the [3|3] next to the [6|3]. Here\'s the updated layout:</p>\n<pre><code>[6|6][6|3][3|3]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'m going to place a [3|5] next to your [3|3]:</p>\n<pre><code>[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n<li>[5|0]</li>\n</ul>\n<p>There are open ends of 3 and 5. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 5|0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Good choice, John! You\'ve placed the [5|0] next to the [3|5]. Here\'s the updated layout:</p>\n<pre><code> [0|5]\n [|\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'m going to place a [0|2] next to the [0|5]:</p>\n<pre><code> [0|5][0|2]\n [|\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n</ul>\n<p>The open ends are 2 and 6. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6|2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice, John! You\'ve placed the [6|2] next to the [6|6]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2]\n [| [2|6]\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'ll place a [2|4] next to your [2|6]:</p>\n<pre><code> [0|5][0|2][2|4]\n [| [2|6]\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[4|0]</li>\n</ul>\n<p>The open ends are 0 and 4. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4|0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great move, John! You\'ve placed the [4|0] next to the [2|4]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2][2|4][4|0]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'ll place a [0|0] next to the [4|0]:</p>\n<pre><code> [0|5][0|2][2|4][4|0][0|0]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here is your remaining domino:</p>\n<ul>\n<li>[1|1]</li>\n</ul>\n<p>The open ends are 0 and 1. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1|1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Excellent, John! You\'ve placed the [1|1] next to the [0|0]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2][2|4][4|0][0|0][0|1][1|1]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<p>It looks like you\'ve played all your dominoes! Congratulations, John, you are the winner!</p>\n<p>That was a fun game. Would you like to play another round or try a different dominoes game?</p>\n</div><br />','I\'d like to play some dominoes. My name is John.','','trash','open','open','','__trashed','','','2024-07-12 07:27:50','2024-07-12 12:27:50','',0,'https://johnturman.net/?p=694',0,'post','',0),(695,1,'2024-06-30 14:38:52','2024-06-30 19:38:52','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'d like to play some dominoes. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John, nice to meet you! Let\'s play dominoes. We\'ll be using the standard 28-piece double six set. Do you have a particular dominoes game in mind, or should we play a simple block game?</p>\n<p>In a simple block game, the rules are as follows:</p>\n<ol>\n<li>Mix up the dominoes and each player draws 7 dominoes. The remaining dominoes form the boneyard.</li>\n<li>The player with the highest double starts the game. If neither player has a double, the highest-value domino starts.</li>\n<li>Players take turns placing a domino on the table, matching one end to an end of the dominoes already played.</li>\n<li>If a player cannot play a domino, they pass their turn.</li>\n<li>The game ends when one player uses all their dominoes or when neither player can make a valid move.</li>\n<li>The player with the lowest total number of pips (dots) on their remaining dominoes wins.</li>\n</ol>\n<p>Does that sound good, or would you prefer a different variant like Mexican Train or Chickenfoot?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> good</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great! Let\'s play the simple block game. I\'ll mix up the dominoes now.</p>\n<p>(Shuffling dominoes)</p>\n<p>Alright, I\'ve shuffled the dominoes thoroughly. Let\'s draw our pieces. Each player will take 7 dominoes. Here are yours:</p>\n<p>John\'s Dominoes:</p>\n<ol>\n<li>[4|3]</li>\n<li>[6|5]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n<li>[6|2]</li>\n</ol>\n<p>And now I\'ll draw my own 7 dominoes.</p>\n<p>The remaining dominoes will form the boneyard, which is face-down in the center.</p>\n<p>Let\'s see who has the highest double to determine who goes first. I have a [5|5], what do you have?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 2,2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, since I have the highest double with [5|5], I\'ll go first.</p>\n<p>I\'ll start by placing my [5|5] on the table.</p>\n<p>The layout so far:\n[5|5]</p>\n<p>It\'s your turn, John! You can play a domino that has a 5 on one end. These are your options:</p>\n<ul>\n<li>[6|5]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n<li>[1|1]</li>\n<li>[2|2]</li>\n</ul>\n<p>Let me know which one you want to play, and in which orientation (which side you want to connect to the [5|5]).</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6,5</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! You place [6|5] with the 5 connecting to the [5|5].</p>\n<p>The layout so far:\n[6|5][5|5]</p>\n<p>Now it\'s my turn. I\'ll play [5|4] connecting a 5 to the [5|5].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4]</p>\n<p>Your turn, John! You can play a domino that has either a 6 or a 4 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[4|3]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What would you like to play?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|3] with the 4 connecting to the [4|5].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3]</p>\n<p>Now it\'s my turn again. I\'ll play [3|1] connecting the 3 to the [4|3].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 1 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1,1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, you\'ll play [1|1], connecting one end to the [1|3].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1]</p>\n<p>My turn! I\'ll play [1|0], connecting the 1 to the [1|1].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|0], connecting the 0 to the [1|0].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>My turn! I\'ll play [6|6], connecting the 6 to the [6|5].</p>\n<p>The layout now looks like this:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>Your move, John! You can play a domino that has a 4, 6, or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[3|1]</li>\n</ul>\n<p>Unfortunately, you don\'t have any playable dominoes, so you\'ll need to pass your turn.</p>\n<p>My turn again. I\'ll play [1|2], connecting the 1 to the [1|1].</p>\n<p>The layout now is:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][1|0][0|4]</p>\n<p>John, it\'s your turn again. Since you still don\'t have any playable options, you\'ll have to pass once more.</p>\n<p>I place my last domino:\nI\'ll play [2|2], connecting the 2 to [1|2].</p>\n<p>The final layout:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][2|2][1|0][0|4]</p>\n<p>Since I\'ve played all my dominoes, I win this round!</p>\n<p>Well played, John! Would you like to play another round?</p>\n</div><br />','(Dominoes) Simple Block Game, 28-Piece Double Six Set','','publish','open','open','','dominoes-simple-block-game-28-piece-double-six-set','','','2024-07-23 19:10:26','2024-07-24 00:10:26','',0,'https://johnturman.net/?p=695',0,'post','',0),(696,1,'2024-07-01 14:31:30','2024-07-01 19:31:30','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'d like to play some dominoes. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John, nice to meet you! Let\'s play dominoes. We\'ll be using the standard 28-piece double six set. Do you have a particular dominoes game in mind, or should we play a simple block game?</p>\n<p>In a simple block game, the rules are as follows:</p>\n<ol>\n<li>Mix up the dominoes and each player draws 7 dominoes. The remaining dominoes form the boneyard.</li>\n<li>The player with the highest double starts the game. If neither player has a double, the highest-value domino starts.</li>\n<li>Players take turns placing a domino on the table, matching one end to an end of the dominoes already played.</li>\n<li>If a player cannot play a domino, they pass their turn.</li>\n<li>The game ends when one player uses all their dominoes or when neither player can make a valid move.</li>\n<li>The player with the lowest total number of pips (dots) on their remaining dominoes wins.</li>\n</ol>\n<p>Does that sound good, or would you prefer a different variant like Mexican Train or Chickenfoot?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> good</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great! Let\'s play the simple block game. I\'ll mix up the dominoes now.</p>\n<p>(Shuffling dominoes)</p>\n<p>Alright, I\'ve shuffled the dominoes thoroughly. Let\'s draw our pieces. Each player will take 7 dominoes. Here are yours:</p>\n<p>John\'s Dominoes:</p>\n<ol>\n<li>[4|3]</li>\n<li>[6|5]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n<li>[6|2]</li>\n</ol>\n<p>And now I\'ll draw my own 7 dominoes.</p>\n<p>The remaining dominoes will form the boneyard, which is face-down in the center.</p>\n<p>Let\'s see who has the highest double to determine who goes first. I have a [5|5], what do you have?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 2,2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, since I have the highest double with [5|5], I\'ll go first.</p>\n<p>I\'ll start by placing my [5|5] on the table.</p>\n<p>The layout so far:\n[5|5]</p>\n<p>It\'s your turn, John! You can play a domino that has a 5 on one end. These are your options:</p>\n<ul>\n<li>[6|5]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n<li>[1|1]</li>\n<li>[2|2]</li>\n</ul>\n<p>Let me know which one you want to play, and in which orientation (which side you want to connect to the [5|5]).</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6,5</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! You place [6|5] with the 5 connecting to the [5|5].</p>\n<p>The layout so far:\n[6|5][5|5]</p>\n<p>Now it\'s my turn. I\'ll play [5|4] connecting a 5 to the [5|5].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4]</p>\n<p>Your turn, John! You can play a domino that has either a 6 or a 4 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[4|3]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What would you like to play?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|3] with the 4 connecting to the [4|5].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3]</p>\n<p>Now it\'s my turn again. I\'ll play [3|1] connecting the 3 to the [4|3].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 1 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1,1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, you\'ll play [1|1], connecting one end to the [1|3].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1]</p>\n<p>My turn! I\'ll play [1|0], connecting the 1 to the [1|1].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|0], connecting the 0 to the [1|0].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>My turn! I\'ll play [6|6], connecting the 6 to the [6|5].</p>\n<p>The layout now looks like this:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>Your move, John! You can play a domino that has a 4, 6, or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[3|1]</li>\n</ul>\n<p>Unfortunately, you don\'t have any playable dominoes, so you\'ll need to pass your turn.</p>\n<p>My turn again. I\'ll play [1|2], connecting the 1 to the [1|1].</p>\n<p>The layout now is:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][1|0][0|4]</p>\n<p>John, it\'s your turn again. Since you still don\'t have any playable options, you\'ll have to pass once more.</p>\n<p>I place my last domino:\nI\'ll play [2|2], connecting the 2 to [1|2].</p>\n<p>The final layout:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][2|2][1|0][0|4]</p>\n<p>Since I\'ve played all my dominoes, I win this round!</p>\n<p>Well played, John! Would you like to play another round?</p>\n</div><br />','(Dominoes) Simple Block Game, 28-Piece Double Six Set','','inherit','closed','closed','','695-autosave-v1','','','2024-07-01 14:31:30','2024-07-01 19:31:30','',695,'https://johnturman.net/?p=696',0,'revision','',0),(697,1,'2024-07-01 14:31:52','2024-07-01 19:31:52','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'d like to play some dominoes. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John, nice to meet you! Let\'s play dominoes. We\'ll be using the standard 28-piece double six set. Do you have a particular dominoes game in mind, or should we play a simple block game?</p>\n<p>In a simple block game, the rules are as follows:</p>\n<ol>\n<li>Mix up the dominoes and each player draws 7 dominoes. The remaining dominoes form the boneyard.</li>\n<li>The player with the highest double starts the game. If neither player has a double, the highest-value domino starts.</li>\n<li>Players take turns placing a domino on the table, matching one end to an end of the dominoes already played.</li>\n<li>If a player cannot play a domino, they pass their turn.</li>\n<li>The game ends when one player uses all their dominoes or when neither player can make a valid move.</li>\n<li>The player with the lowest total number of pips (dots) on their remaining dominoes wins.</li>\n</ol>\n<p>Does that sound good, or would you prefer a different variant like Mexican Train or Chickenfoot?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> good</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great! Let\'s play the simple block game. I\'ll mix up the dominoes now.</p>\n<p>(Shuffling dominoes)</p>\n<p>Alright, I\'ve shuffled the dominoes thoroughly. Let\'s draw our pieces. Each player will take 7 dominoes. Here are yours:</p>\n<p>John\'s Dominoes:</p>\n<ol>\n<li>[4|3]</li>\n<li>[6|5]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n<li>[6|2]</li>\n</ol>\n<p>And now I\'ll draw my own 7 dominoes.</p>\n<p>The remaining dominoes will form the boneyard, which is face-down in the center.</p>\n<p>Let\'s see who has the highest double to determine who goes first. I have a [5|5], what do you have?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 2,2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, since I have the highest double with [5|5], I\'ll go first.</p>\n<p>I\'ll start by placing my [5|5] on the table.</p>\n<p>The layout so far:\n[5|5]</p>\n<p>It\'s your turn, John! You can play a domino that has a 5 on one end. These are your options:</p>\n<ul>\n<li>[6|5]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n<li>[1|1]</li>\n<li>[2|2]</li>\n</ul>\n<p>Let me know which one you want to play, and in which orientation (which side you want to connect to the [5|5]).</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6,5</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! You place [6|5] with the 5 connecting to the [5|5].</p>\n<p>The layout so far:\n[6|5][5|5]</p>\n<p>Now it\'s my turn. I\'ll play [5|4] connecting a 5 to the [5|5].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4]</p>\n<p>Your turn, John! You can play a domino that has either a 6 or a 4 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[4|3]</li>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What would you like to play?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|3] with the 4 connecting to the [4|5].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3]</p>\n<p>Now it\'s my turn again. I\'ll play [3|1] connecting the 3 to the [4|3].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 1 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[1|1]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1,1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, you\'ll play [1|1], connecting one end to the [1|3].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1]</p>\n<p>My turn! I\'ll play [1|0], connecting the 1 to the [1|1].</p>\n<p>The layout now looks like this:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0]</p>\n<p>Your move, John! You can play a domino that has either a 6 or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[4|0]</li>\n<li>[3|1]</li>\n</ul>\n<p>What domino would you like to play and in which orientation?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4,0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, you\'ll play [4|0], connecting the 0 to the [1|0].</p>\n<p>The layout so far:\n[6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>My turn! I\'ll play [6|6], connecting the 6 to the [6|5].</p>\n<p>The layout now looks like this:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|0][0|4]</p>\n<p>Your move, John! You can play a domino that has a 4, 6, or a 0 on one end. Your remaining dominoes are:</p>\n<ul>\n<li>[2|2]</li>\n<li>[3|1]</li>\n</ul>\n<p>Unfortunately, you don\'t have any playable dominoes, so you\'ll need to pass your turn.</p>\n<p>My turn again. I\'ll play [1|2], connecting the 1 to the [1|1].</p>\n<p>The layout now is:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][1|0][0|4]</p>\n<p>John, it\'s your turn again. Since you still don\'t have any playable options, you\'ll have to pass once more.</p>\n<p>I place my last domino:\nI\'ll play [2|2], connecting the 2 to [1|2].</p>\n<p>The final layout:\n[6|6][6|5][5|5][5|4][4|3][3|1][1|1][1|2][2|2][1|0][0|4]</p>\n<p>Since I\'ve played all my dominoes, I win this round!</p>\n<p>Well played, John! Would you like to play another round?</p>\n</div><br />','(Dominoes) Simple Block Game, 28-Piece Double Six Set','','inherit','closed','closed','','695-revision-v1','','','2024-07-01 14:31:52','2024-07-01 19:31:52','',695,'https://johnturman.net/?p=697',0,'revision','',0),(698,1,'2024-07-01 14:33:31','2024-07-01 19:33:31','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some craps. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! Welcome to the craps table. You\'ve got $1,000 to start with. Let\'s place your bets!</p>\n<p>Here are some options for your initial bets:</p>\n<ol>\n<li><strong>Pass Line Bet</strong>: Wins if the come-out roll is 7 or 11, loses if it\'s 2, 3, or 12. If a 4, 5, 6, 8, 9, or 10 is rolled, that number becomes the point, and you need to roll the point before rolling a 7 to win.</li>\n<li><strong>Don\'t Pass Bet</strong>: Essentially the opposite of the Pass Line bet. Wins if the come-out roll is 2 or 3, pushes (tie) if it\'s 12, and loses if it\'s 7 or 11. If a 4, 5, 6, 8, 9, or 10 is rolled, you win by rolling a 7 before the point is rolled again.</li>\n</ol>\n<p>You can also place:</p>\n<ul>\n<li><strong>Come Bet</strong>: Similar to Pass Line but made after the come-out roll.</li>\n<li><strong>Don\'t Come Bet</strong>: Similar to Don\'t Pass but made after the come-out roll.</li>\n<li><strong>Place Bets</strong>: Bet that a specific number (4, 5, 6, 8, 9, 10) will be rolled before a 7.</li>\n</ul>\n<p>How would you like to start, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! You placed a $100 bet on the Pass Line. Let\'s get started with the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we\'ve got! <em>rolls dice</em></p>\n<p>You rolled a 7. Congratulations, you\'ve won your Pass Line bet!</p>\n<p>Your initial bet of $100 wins, so you get $100 for a total of $200. Your new balance is $1,100.</p>\n<p>Would you like to place another bet? You can keep it on the Pass Line, change it up, or try something new. Let me know!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 200 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve placed a $200 bet on the Pass Line. Let\'s go ahead and roll the dice for the come-out roll. When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here we go! Let\'s roll the dice. <em>rolls dice</em></p>\n<p>You rolled a 9. The point is now 9.</p>\n<p>Now the aim is to roll a 9 again before hitting a 7. Any other numbers rolled don\'t affect the outcome right now.</p>\n<p>Keep rolling until we hit the point (9) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> what are some common side bets?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great question, John! Here are some common side bets you can make in a game of craps:</p>\n<ol>\n<li>\n<p><strong>Come Bet</strong>: Similar to the Pass Line bet but made after the point has been established. You win if the next roll is 7 or 11, and lose if it\'s 2, 3, or 12. If a different number (4, 5, 6, 8, 9, 10) is rolled, that becomes your "come point," and you need to roll that number again before rolling a 7.</p>\n</li>\n<li>\n<p><strong>Don\'t Come Bet</strong>: The opposite of the Come Bet. You win if the next roll is 2 or 3, push if it\'s 12, and lose if it\'s 7 or 11. If another number is rolled, that becomes your "point," and you need to roll a 7 before that number.</p>\n</li>\n<li>\n<p><strong>Place Bets</strong>: You can bet that specific numbers (4, 5, 6, 8, 9, 10) will be rolled before a 7. Each number has different payout odds.</p>\n</li>\n<li>\n<p><strong>Field Bets</strong>: A one-roll bet where you win if the dice show 2, 3, 4, 9, 10, 11, or 12. Each winning number has specific payout odds.</p>\n</li>\n<li>\n<p><strong>Proposition Bets</strong>: These are one-roll bets. You can bet on specific numbers or combinations (like Any Craps, Any Seven, Snake Eyes, etc.), and typically have higher payouts but are riskier.</p>\n</li>\n<li>\n<p><strong>Hardway Bets</strong>: Betting that a double (e.g., two 2s for a 4) will be rolled before a 7 or an easier way to roll that number (e.g., 1-3 or 2-2 for a 4).</p>\n</li>\n</ol>\n<p>Would you like to place any side bets before we continue?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $200, then roll.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Got it, John! You\'ve placed a <strong>Place Bet</strong> of $200 on the 10. Now you have both a $200 Pass Line bet (with a point of 9) and a $200 Place Bet on 10.</p>\n<p>Let\'s roll the dice and see what happens! <em>rolls dice</em></p>\n<p>You rolled a 6.</p>\n<p>No change to your bets, since 6 is not the point (9) or your Place Bet (10).</p>\n<p>Let\'s keep rolling until we hit the point (9), the Place Bet number (10), or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 10. Congratulations, John!</p>\n<p>Your Place Bet on 10 pays out. Place Bets on 10 usually pay 9:5. Since you bet $200, you win $360.</p>\n<p>Your total winnings from the Place Bet are now $560 ($200 bet + $360 win).</p>\n<p>Let\'s tally up the balance:</p>\n<ul>\n<li>Pass Line Bet: $200 (still in play with point of 9)</li>\n<li>Place Bet on 10: $560</li>\n<li>Initial balance: $1,100</li>\n</ul>\n<p>New balance: $1,660</p>\n<p>Would you like to place any new bets or just continue rolling for the current Pass Line bet with point 9?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> place bet on 10 for $1000</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John! You\'ve got a new Place Bet of $1,000 on 10.</p>\n<p>Now your bets are:</p>\n<ol>\n<li>$200 on the Pass Line with a point of 9.</li>\n<li>$1,000 on the Place Bet for 10.</li>\n</ol>\n<p>Let\'s see how it plays out. Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 7.</p>\n<p>Unfortunately, that\'s a <strong>seven-out</strong>. Here’s how it impacts your bets:</p>\n<ol>\n<li>Your Pass Line bet of $200 loses.</li>\n<li>Your Place Bet of $1,000 on 10 also loses.</li>\n</ol>\n<p>Let\'s tally up your current balance:</p>\n<ul>\n<li>Previous balance: $1,660</li>\n<li>Lost on Pass Line: $200</li>\n<li>Lost on Place Bet: $1,000</li>\n</ul>\n<p>New balance: $460.</p>\n<p>Would you like to make another bet, John?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 100 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John, you\'ve placed a $100 bet on the Pass Line. Let\'s go for the come-out roll.</p>\n<p>Roll the dice when you\'re ready!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s see what we get! <em>rolls dice</em></p>\n<p>You rolled an 11. Congratulations, John!</p>\n<p>You win your Pass Line bet. Your $100 bet wins an additional $100, giving you a total of $200.</p>\n<p>Your new balance is $660.</p>\n<p>Would you like to place another bet?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 400 on pass line</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You\'ve placed a $400 bet on the Pass Line. Let\'s get started with the come-out roll.</p>\n<p>When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, let\'s roll the dice! <em>rolls dice</em></p>\n<p>You rolled a 5. The point is now 5.</p>\n<p>Now the goal is to roll another 5 before a 7 comes up. Any other numbers rolled in the meantime don\'t affect your bet.</p>\n<p>Keep rolling until we hit the point (5) or a 7. When you\'re ready, roll the dice again!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> bet my remaining money on hard eights</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John. You\'re placing your remaining $260 on a <strong>Hard Eight</strong>.</p>\n<p>This bet means you\'re betting that an 8 will be rolled as two 4s before a 7 or any other combination that makes 8 (like 5-3 or 6-2).</p>\n<p>Just to recap, here are your bets:</p>\n<ol>\n<li>$400 on the Pass Line with the point at 5.</li>\n<li>$260 on Hard Eight.</li>\n</ol>\n<p>Let\'s roll the dice and see what happens! When you\'re ready, roll the dice!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> roll</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, here we go! <em>rolls dice</em></p>\n<p>You rolled a 7. Unfortunately, that\'s a <strong>seven-out</strong>, and this impacts your bets as follows:</p>\n<ol>\n<li>Your Pass Line bet of $400 loses.</li>\n<li>Your Hard Eight bet of $260 also loses.</li>\n</ol>\n<p>That means you\'ve lost all your current bets.</p>\n<p>Your balance is now $0.</p>\n<p>It was a tough round, John. If you\'d like to play again or need any more information, just let me know!</p>\n</div><br />','(Craps) Pass Line, Place, and Hardway Bets','','inherit','closed','closed','','684-revision-v1','','','2024-07-01 14:33:31','2024-07-01 19:33:31','',684,'https://johnturman.net/?p=698',0,'revision','',0),(699,1,'2024-07-03 12:20:02','2024-07-03 17:20:02','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Tell me about the tokenizer pattern in software engineering.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In software engineering, a tokenizer (or lexer) is a fundamental component in the process of interpreting and executing source code. The primary function of a tokenizer is to transform a stream of raw input text into a sequence of meaningful elements called tokens. This process is essential in various stages of language processing, such as parsing, compiling, and interpreting.</p>\n<h3>Key Concepts</h3>\n<ol>\n<li>\n<p><strong>Token</strong>:</p>\n<ul>\n<li>A token is a categorized unit of text defined by a pattern.</li>\n<li>Each token can be a keyword, identifier, literal, operator, or symbol.</li>\n<li>Example: In the expression <code>int x = 10;</code>, tokens might be <code>int</code>, <code>x</code>, <code>=</code>, <code>10</code>, and <code>;</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Lexeme</strong>:</p>\n<ul>\n<li>A lexeme is a string of characters that matches a token pattern and is grouped together.</li>\n<li>It is the actual piece of the source code matched by a token.</li>\n<li>Example: For the token type \'identifier\', <code>x</code> and <code>sum</code> could be lexemes.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Pattern</strong>:</p>\n<ul>\n<li>Patterns are defined using regular expressions or other rule-based systems.</li>\n<li>Each pattern corresponds to a specific type of token.</li>\n<li>Example pattern: <code>[a-zA-Z_][a-zA-Z_0-9]*</code> could match identifiers in many programming languages.</li>\n</ul>\n</li>\n</ol>\n<h3>The Tokenization Process</h3>\n<ol>\n<li>\n<p><strong>Input Reading</strong>:</p>\n<ul>\n<li>The tokenizer reads the input text character by character.</li>\n</ul>\n</li>\n<li>\n<p><strong>Pattern Matching</strong>:</p>\n<ul>\n<li>The tokenizer uses predefined patterns to match portions of the input text to token types.</li>\n<li>This is often done using regular expressions.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Generation</strong>:</p>\n<ul>\n<li>When a pattern is matched, a token is generated with a type and the matched text.</li>\n</ul>\n</li>\n<li>\n<p><strong>Skipping Unnecessary Text</strong>:</p>\n<ul>\n<li>Comments and whitespace often need to be ignored.</li>\n<li>These are identified and skipped over.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Stream Output</strong>:</p>\n<ul>\n<li>The tokenizer outputs a stream of tokens that can be used by the parser.</li>\n</ul>\n</li>\n</ol>\n<h3>Example</h3>\n<p>Consider the simple script:</p>\n<pre><code class=\"language-cpp\">int main() {\n int x = 10;\n}\n</code></pre>\n<p>The tokenization process might produce the following token stream:</p>\n<ol>\n<li><code>int</code> (Keyword)</li>\n<li><code>main</code> (Identifier)</li>\n<li><code>(</code> (Symbol)</li>\n<li><code>)</code> (Symbol)</li>\n<li><code>{</code> (Symbol)</li>\n<li><code>int</code> (Keyword)</li>\n<li><code>x</code> (Identifier)</li>\n<li><code>=</code> (Operator)</li>\n<li><code>10</code> (Numeric Literal)</li>\n<li><code>;</code> (Symbol)</li>\n<li><code>}</code> (Symbol)</li>\n</ol>\n<h3>Tokenizer Implementation</h3>\n<p>Tokenizers can be implemented in several programming languages, often using libraries that support regular expressions. For example:</p>\n<ul>\n<li><strong>Python</strong>: The <code>re</code> module combined with a loop over the text.</li>\n<li><strong>Java</strong>: The <code>java.util.regex</code> package.</li>\n<li><strong>C/C++</strong>: Functions from libraries like <code><regex></code> or tools like Lex/Flex.</li>\n</ul>\n<h3>Importance and Applications</h3>\n<ul>\n<li><strong>Compilers and Interpreters</strong>: Tokenizers are the first step in compiling or interpreting code, helping to break the code into manageable parts.</li>\n<li><strong>Syntax Highlighting</strong>: In code editors, tokenizers help identify different parts of the code to apply syntax highlighting.</li>\n<li><strong>Linters/Formatters</strong>: Tokenizers can aid in analyzing and formatting code by breaking it into recognizable elements.</li>\n<li><strong>Natural Language Processing (NLP)</strong>: Tokenization is also fundamental in analyzing human language text, breaking it into words, phrases, or other meaningful units.</li>\n</ul>\n<p>In summary, the tokenizer pattern is a critical step in the pipeline of understanding and processing textual data, particularly in the context of programming languages and compilers. Its role in converting raw text into discrete, categorizable tokens enables further syntactic and semantic analysis.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can it be used in NLP in the construction of prompts?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In Natural Language Processing (NLP), tokenization plays a crucial role in the construction, manipulation, and understanding of text prompts. Here’s how tokenizers can be utilized effectively for constructing and processing prompts in various NLP applications:</p>\n<h3>1. Text Normalization</h3>\n<p>Before tokenizing a prompt, it is essential to normalize the text to ensure consistency. This includes:</p>\n<ul>\n<li><strong>Lowercasing</strong>: Converting all characters to lowercase for case insensitivity.</li>\n<li><strong>Removing punctuation</strong>: Depending on the application, punctuation may be stripped out.</li>\n<li><strong>Whitespace normalization</strong>: Ensuring consistent spacing between words.</li>\n</ul>\n<h3>2. Tokenization</h3>\n<h4>Types of Tokenization:</h4>\n<ul>\n<li><strong>Word Tokenization</strong>: Splits a sentence into individual words. Useful for models that process text at the granularity of words.</li>\n<li><strong>Subword Tokenization</strong>: Breaks words into smaller units (subwords). This is beneficial for handling rare or unknown words.\n<ul>\n<li>Example: Byte-Pair Encoding (BPE), WordPiece, and Unigram models.</li>\n</ul>\n</li>\n<li><strong>Character Tokenization</strong>: Treats each character as a token. Useful for languages with complex morphology or for tasks requiring granular text analysis.</li>\n</ul>\n<h3>3. Generating Prompts</h3>\n<p>Tokenization can assist in constructing text prompts tailored for specific tasks. For example:</p>\n<ul>\n<li><strong>Chatbots</strong>: Tokenizers can help prepare user inputs and template responses for chatbots, ensuring they are comprehensible and grammatically correct.</li>\n<li><strong>Text Generation</strong>: When creating prompts for text generation models, tokenization ensures that the input is appropriately parsed and structured for autoregressive models like GPT-3.</li>\n</ul>\n<h3>4. Encoding</h3>\n<p>For models to understand text, it has to be converted to a numerical format. Tokenization translates text into corresponding token IDs through:</p>\n<ul>\n<li><strong>Vocabulary Lookup</strong>: A predefined vocabulary assigns a unique ID to each token.\n<ul>\n<li>Example: <code>{ "I": 1, "like": 2, "apples": 3, "[UNK]": 0 }</code></li>\n</ul>\n</li>\n</ul>\n<h3>5. Handling Special Tokens</h3>\n<p>Tokenizers might incorporate special tokens to guide models:</p>\n<ul>\n<li><strong>[CLS]</strong>: For classification tasks.</li>\n<li><strong>[SEP]</strong>: To separate segments in tasks involving multiple sentences or questions.</li>\n<li><strong>[PAD]</strong>: To pad sequences to a fixed length for batch processing.</li>\n</ul>\n<h3>6. Managing Context Length</h3>\n<p>For large language models, managing the context length is critical. Tokenizers help by:</p>\n<ul>\n<li><strong>Truncating</strong>: Cutting off tokens at a maximum length.</li>\n<li><strong>Sliding Window</strong>: Processing long texts in overlapping chunks.</li>\n</ul>\n<h3>Example Workflow</h3>\n<ol>\n<li>\n<p><strong>Input Prompt</strong>:</p>\n<pre><code class=\"language-text\">"What is the capital of France?"\n</code></pre>\n</li>\n<li>\n<p><strong>Normalization</strong>:</p>\n<pre><code class=\"language-text\">"what is the capital of france"\n</code></pre>\n</li>\n<li>\n<p><strong>Tokenization (Word-Based)</strong>:</p>\n<pre><code>["what", "is", "the", "capital", "of", "france"]\n</code></pre>\n</li>\n<li>\n<p><strong>Encoding</strong>:</p>\n<pre><code class=\"language-text\">[1045, 2003, 1996, 3007, 1997, 2605] # Example token IDs\n</code></pre>\n</li>\n<li>\n<p><strong>Incorporating Special Tokens</strong>:</p>\n<pre><code class=\"language-text\">[101, 1045, 2003, 1996, 3007, 1997, 2605, 102] # [CLS] and [SEP] added\n</code></pre>\n</li>\n</ol>\n<h3>Application in Specific NLP Tasks</h3>\n<ol>\n<li><strong>Question Answering</strong>:\nTokenizer helps in transforming the input question and context (e.g., a paragraph) into a format acceptable by the model.</li>\n<li><strong>Machine Translation</strong>:\nTokenizers break down the input sentence into tokens that the translation model can work with and later reassemble.</li>\n<li><strong>Sentiment Analysis</strong>:\nTokenization of text prompts enables the model to capture sentiment indicators correctly, by breaking down text into analyzable units.</li>\n</ol>\n<h3>Challenges and Solutions</h3>\n<ol>\n<li>\n<p><strong>Ambiguity</strong>:</p>\n<ul>\n<li>Tokenizers must handle ambiguities in the text. Context-aware tokenization, such as subword tokenization, can help mitigate issues with rare or unknown words.</li>\n</ul>\n</li>\n<li>\n<p><strong>Multilingual Support</strong>:</p>\n<ul>\n<li>Tokenizers need to support multiple languages, which can have different tokenization rules. Multi-lingual tokenizers are designed to handle various scripts and languages.</li>\n</ul>\n</li>\n<li>\n<p><strong>Out-of-Vocabulary Tokens</strong>:</p>\n<ul>\n<li>Handling unknown tokens is vital. Subword tokenization techniques can break down unknown words into smaller units that are likely to be in the vocabulary.</li>\n</ul>\n</li>\n</ol>\n<p>By efficiently utilizing tokenizers, NLP practitioners can ensure that prompts fed to models are in a form that maximizes the model\'s understanding and performance, thereby enhancing the accuracy and relevance of NLP applications.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can tokenization be used in a purely textual situation, such as you see with the Drupal Token module?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Tokenization in software engineering, particularly in the context of content management systems like Drupal, can serve different purposes compared to its use in Natural Language Processing (NLP). In Drupal, the Token module provides a way to use placeholders (tokens) that are dynamically replaced with active content. This allows for greater flexibility and dynamism in template and content management.</p>\n<h3>What is the Drupal Token Module?</h3>\n<p>The Drupal Token module allows the use of text placeholders, which are dynamically replaced with content or values when the text is rendered. For example, tokens can be used for things like user names, dates, node titles, and more within the content, blocks, and templates.</p>\n<h3>How Tokenization Works in Drupal Token Module</h3>\n<ol>\n<li>\n<p><strong>Defining Tokens</strong>:</p>\n<ul>\n<li>Tokens are defined in a specific format, often enclosed with curly braces or square brackets. For instance: <code>[node:title]</code>, <code>[user:name]</code>, <code>[site:name]</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Replacement</strong>:</p>\n<ul>\n<li>When the containing content is rendered, these tokens are replaced with their corresponding values from the Drupal site context. This includes dynamic data such as node titles, user information, or site settings.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Tokens</strong>:</p>\n<ul>\n<li>Developers can define custom tokens to extend the functionality, providing even more flexibility.</li>\n</ul>\n</li>\n</ol>\n<h3>Use Cases in Drupal</h3>\n<ol>\n<li>\n<p><strong>Content Placeholders</strong>:</p>\n<ul>\n<li>Tokens can be inserted directly into the content to make it dynamic. As an example, writing "Hello [user:name], welcome back!" would dynamically insert the current user\'s name when the content is displayed.</li>\n</ul>\n</li>\n<li>\n<p><strong>Email Templates</strong>:</p>\n<ul>\n<li>Tokens can be used within email templates to personalize messages.</li>\n<li>Example: "Dear [user:name], thank you for registering on [site:name]."</li>\n</ul>\n</li>\n<li>\n<p><strong>URL Generation</strong>:</p>\n<ul>\n<li>In generating URLs for links, tokens can be used to insert dynamic segments, like node IDs or user IDs, ensuring correct paths.</li>\n</ul>\n</li>\n<li>\n<p><strong>Meta Tags</strong>:</p>\n<ul>\n<li>Tokens can be useful for dynamically generating meta tags for SEO purposes.</li>\n<li>Example: <code><meta name="description" content="[node:summary]" /></code></li>\n</ul>\n</li>\n</ol>\n<h3>Implementing Tokenization in Drupal</h3>\n<ol>\n<li>\n<p><strong>Installing the Token Module</strong>:</p>\n<ul>\n<li>First, install and enable the Token module via the Drupal admin interface or using Drush.</li>\n</ul>\n</li>\n<li>\n<p><strong>Using Tokens in Content</strong>:</p>\n<ul>\n<li>Within any content field that supports token replacement, type in the token format.</li>\n<li>Example:<pre><code class=\"language-html\"><p>Welcome [user:name] to [site:name]!</p>\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>Configuring Token Replacement</strong>:</p>\n<ul>\n<li>Access the token settings to see all available tokens and configure how they should be replaced.</li>\n</ul>\n</li>\n<li>\n<p><strong>Extending Tokens with Custom Modules</strong>:</p>\n<ul>\n<li>Developers can write custom modules to add new token types.</li>\n<li>Example:<pre><code class=\"language-php\">/**\n * Implements hook_token_info().\n */\nfunction mymodule_token_info() {\n $info = array();\n $info[\'tokens\'][\'custom\'][\'custom_token\'] = array(\n \'name\' => t(\'Custom Token\'),\n \'description\' => t(\'This is a custom token.\'),\n );\n return $info;\n}\n\n/**\n * Implements hook_token_replace().\n */\nfunction mymodule_token_replace($type, $tokens, array $data, array $options, BubbleableMetadata $bubbleable_metadata) {\n $replacements = array();\n\n if ($type == \'custom\') {\n foreach ($tokens as $name => $original) {\n switch ($name) {\n case \'custom_token\':\n $replacements[$original] = \'This is a custom value\';\n break;\n }\n }\n }\n\n return $replacements;\n}\n</code></pre>\n</li>\n</ul>\n</li>\n</ol>\n<h3>Advantages of Using Tokenization in Drupal</h3>\n<ol>\n<li>\n<p><strong>Consistency</strong>:</p>\n<ul>\n<li>Ensures consistent use of dynamic content across multiple places.</li>\n</ul>\n</li>\n<li>\n<p><strong>Efficiency</strong>:</p>\n<ul>\n<li>Reduces the need for hard-coding values, making updates more efficient and less error-prone.</li>\n</ul>\n</li>\n<li>\n<p><strong>Personalization</strong>:</p>\n<ul>\n<li>Allows for personalized user experiences by dynamically inserting user-specific data.</li>\n</ul>\n</li>\n<li>\n<p><strong>Scalability</strong>:</p>\n<ul>\n<li>Tokens can be reused across various parts of the site, making them very scalable for large-scale content management.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Workflow in Drupal</h3>\n<ol>\n<li>\n<p><strong>Create a new content type</strong>:\nName it "Welcome Message".</p>\n</li>\n<li>\n<p><strong>Add a body field</strong>:\nIn the body, use tokens like:</p>\n<pre><code class=\"language-html\"><p>Welcome, [user:name]! Click this link to update your profile: [user:edit-url]</p>\n</code></pre>\n</li>\n<li>\n<p><strong>Render the content</strong>:\nWhen a user visits the page, the placeholders <code>[user:name]</code> and <code>[user:edit-url]</code> will be replaced with actual user data, like "John Doe" and "http://example.com/user/1/edit" respectively.</p>\n</li>\n</ol>\n<p>In this way, the Token module in Drupal allows for robust, dynamic content management by leveraging tokenization, which stands as a different yet crucial aspect of how tokenization is used within the realm of content management systems.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How well is the the Drupal Token module supported by the json api?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The Drupal JSON:API module provides a standardized way to expose your Drupal site\'s content and data as a JSON:API compliant web service. While the JSON:API module and the Token module serve different purposes, their interoperability primarily concerns exposing tokenized content through JSON:API endpoints.</p>\n<h3>Understanding the Relationship</h3>\n<ol>\n<li>\n<p><strong>Token Module</strong>:</p>\n<ul>\n<li>The Token module provides dynamic placeholders in Drupal content and configurations.</li>\n<li>It replaces these tokens with actual content when the page is rendered.</li>\n</ul>\n</li>\n<li>\n<p><strong>JSON:API Module</strong>:</p>\n<ul>\n<li>JSON:API allows your Drupal content to be consumed by external clients in a structured JSON format.</li>\n<li>It exposes Drupal entities (nodes, users, etc.) as JSON:API resources.</li>\n</ul>\n</li>\n</ol>\n<h3>Integration Points</h3>\n<p>Integrating the Token module with the JSON:API module mainly impacts how data embedded with tokens is exposed via the API. Here are a few considerations and typical scenarios:</p>\n<ol>\n<li>\n<p><strong>Token Replacement Before API Exposure</strong>:</p>\n<ul>\n<li>Usually, tokens are replaced at the point of rendering. This means if you request a resource through JSON:API, the response will contain raw token placeholders unless they were preprocessed or the API endpoint explicitly handles token replacement.</li>\n<li>Example:<pre><code class=\"language-json\">{\n "data": {\n "type": "node--article",\n "id": "1",\n "attributes": {\n "title": "Welcome, [user:name]",\n "body": "This is your first article."\n }\n }\n}\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom JSON:API Serialization</strong>:</p>\n<ul>\n<li>You may need custom serialization logic to integrate token replacement into JSON:API responses.</li>\n<li>This can be achieved by implementing custom normalizers/serializers in a custom module.</li>\n<li>Example:<pre><code class=\"language-php\">use Drupal\\jsonapi\\Http\\Response\\EntityResponse;\nuse Symfony\\Component\\Serializer\\Normalizer\\ContextAwareNormalizerInterface;\n\nclass CustomEntityNormalizer implements ContextAwareNormalizerInterface {\n public function normalize($entity, $format = NULL, array $context = []) {\n // Preprocess attributes to replace tokens.\n $attributes = $entity->toArray();\n foreach ($attributes as $key => $value) {\n $attributes[$key] = \\Drupal::token()->replace($value);\n }\n\n // Return the modified attributes as part of the JSON:API response.\n return $attributes;\n }\n\n public function supportsNormalization($data, $format = NULL, array $context = []) {\n return $data instanceof EntityResponse;\n }\n}\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>API Endpoint Customization</strong>:</p>\n<ul>\n<li>Create custom endpoints where token replacement is crucial.</li>\n<li>These endpoints preprocess the content to replace tokens before sending responses.</li>\n</ul>\n</li>\n</ol>\n<h3>Implementation Strategy</h3>\n<ol>\n<li>\n<p><strong>Install Necessary Modules</strong>:</p>\n<ul>\n<li>Ensure both the JSON:API and Token modules are enabled on your Drupal site.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Module for Token Replacement</strong>:</p>\n<ul>\n<li>Create a custom module, say <code>custom_jsonapi</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Normalizer Implementation</strong>:</p>\n<ul>\n<li>Implement a normalizer that handles content entity token replacement.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Custom Module</h3>\n<p><strong>Module YAML file</strong> (<code>custom_jsonapi.info.yml</code>):</p>\n<pre><code class=\"language-yaml\">name: \'Custom JSON:API\'\ntype: module\ndescription: \'Adds token replacement in JSON:API responses.\'\npackage: Custom\ncore_version_requirement: ^8 || ^9\ndependencies:\n - drupal:jsonapi\n - drupal:token\n</code></pre>\n<p><strong>Custom Normalizer Service</strong> (<code>custom_jsonapi.services.yml</code>):</p>\n<pre><code class=\"language-yaml\">services:\n custom_jsonapi.entity_normalizer:\n class: Drupal\\custom_jsonapi\\Normalizer\\CustomEntityNormalizer\n arguments: [\'@token.service\']\n tags:\n - { name: serializer.normalizer }\n</code></pre>\n<p><strong>Custom Normalizer Class</strong> (<code>src/Normalizer/CustomEntityNormalizer.php</code>):</p>\n<pre><code class=\"language-php\"><?php\n\nnamespace Drupal\\custom_jsonapi\\Normalizer;\n\nuse Drupal\\jsonapi\\ResourceType\\ResourceTypeRepositoryInterface;\nuse Drupal\\Core\\Entity\\EntityInterface;\nuse Symfony\\Component\\Serializer\\Normalizer\\NormalizerInterface;\nuse Symfony\\Component\\Serializer\\Normalizer\\DenormalizerInterface;\nuse Drupal\\token\\TokenEntityMapper;\n\nclass CustomEntityNormalizer implements NormalizerInterface, DenormalizerInterface {\n protected $tokenService;\n\n public function __construct(TokenEntityMapper $token_service) {\n $this->tokenService = $token_service;\n }\n\n public function normalize($object, $format = NULL, array $context = []) {\n if ($object instanceof EntityInterface) {\n $fields = $object->toArray();\n $token_data = [\'entity\' => $object];\n $options = [\'clear\' => TRUE];\n \n foreach ($fields as $field_name => $field_value) {\n $fields[$field_name] = $this->tokenService->replace($field_value[0], $token_data, $options);\n }\n \n return $fields;\n }\n }\n\n public function supportsNormalization($data, $format = NULL) {\n return $data instanceof EntityInterface;\n }\n\n public function denormalize($data, $class, $format = NULL, array $context = []) {}\n public function supportsDenormalization($data, $type, $format = NULL) {\n return FALSE;\n }\n}\n</code></pre>\n<h3>Result</h3>\n<p>By implementing custom normalizers, you can ensure that content served through the JSON:API includes token replacements, offering richer, personalized responses directly via API endpoints.</p>\n<h3>Summary</h3>\n<p>While the Drupal Token module and JSON:API module do not natively integrate out-of-the-box in terms of automatic token replacement in API responses, you can achieve this through customization. By custom layering token replacement logic into your JSON:API serialization process, you can ensure that dynamic content rendered by Drupal is correctly exposed via API endpoints.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Are there any other Drupal modules that can help with tokenizing with the json api?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, there are other Drupal modules and approaches that can help with tokenization and content manipulation when using the JSON:API module. Here are a few useful modules and methods:</p>\n<h3>1. <strong>Twig Tweak Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/twig_tweak\">Twig Tweak</a> module provides additional Twig functions and filters that can be used to manipulate tokens within Twig templates. While primarily designed for rendering within the site, it can be extended to preprocess content that is exposed via JSON:API.</p>\n<h3>2. <strong>Computed Field Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/computed_field\">Computed Field</a> module allows site builders to define computed fields whose values are generated through custom PHP code. This can be particularly useful for adding fields to your entities that contain tokenized values.</p>\n<h4>Example:</h4>\n<pre><code class=\"language-php\">use Drupal\\Core\\StringTranslation\\StringTranslationTrait;\n\n/**\n * Implements hook_field_storage_config_insert().\n */\nfunction mymodule_field_storage_config_insert(FieldStorageConfigInterface $field_storage) {\n // Define a custom computed field that replaces tokens.\n if ($field_storage->getName() === \'field_computed\') {\n $field_storage->addProperty(\'value\');\n }\n}\n\n/**\n * Implements hook_entity_presave().\n */\nfunction mymodule_entity_presave(EntityInterface $entity) {\n if ($entity->hasField(\'field_computed\')) {\n $data = [\'node\' => $entity];\n $entity->field_computed->value = \\Drupal::token()->replace(\'[node:title]\', $data);\n }\n}\n</code></pre>\n<h3>3. <strong>Field Formatter Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/field_formatter\">Field Formatter</a> module allows you to write custom output formats for fields. Custom field formatters can preprocess token replacements before displaying the content, which can also affect the data returned by JSON:API if appropriately configured.</p>\n<h4>Example:</h4>\n<p>Create a custom module with a field formatter that replaces tokens in the field value before rendering:</p>\n<pre><code class=\"language-php\">namespace Drupal\\mymodule\\Plugin\\Field\\FieldFormatter;\n\nuse Drupal\\Core\\Field\\FormatterBase;\nuse Drupal\\Core\\Field\\FieldItemListInterface;\nuse Drupal\\Core\\Cache\\CacheableMetadata;\n\n/**\n * Plugin implementation of the \'token_formatter\' formatter.\n *\n * @FieldFormatter(\n * id = "token_formatter",\n * label = @Translation("Token Formatter"),\n * field_types = {\n * "string",\n * "text",\n * "text_long"\n * }\n * )\n */\nclass TokenFormatter extends FormatterBase {\n\n /**\n * {@inheritdoc}\n */\n public function viewElements(FieldItemListInterface $items, $langcode) {\n $elements = [];\n foreach ($items as $delta => $item) {\n $elements[$delta] = [\n \'#markup\' => \\Drupal::token()->replace($item->value, [\'node\' => $item->getEntity()]),\n ];\n }\n return $elements;\n }\n}\n</code></pre>\n<h3>4. <strong>Custom Serialization Module</strong></h3>\n<p>In cases where you require sophisticated manipulation of responses, creating a custom serialization module that integrates with JSON:API is often the most flexible solution. This allows you to preprocess and replace tokens directly before the API response is generated.</p>\n<h4>Example:</h4>\n<p>Create a custom normalizer as previously illustrated, using Drupal services for token replacements within JSON:API responses.</p>\n<h3>5. <strong>Token Filter Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/token_filter\">Token Filter</a> module adds a text format filter that replaces tokens in content. This can be useful if combined with JSON:API by applying the text format to fields that need token replacement.</p>\n<h3>Integration Steps</h3>\n<ol>\n<li>\n<p><strong>Install Required Modules</strong>:</p>\n<ul>\n<li>Install any of the mentioned modules via the Drupal admin UI or using composer.</li>\n</ul>\n<pre><code class=\"language-bash\">composer require drupal/token drupal/jsonapi drupal/twig_tweak drupal/computed_field drupal/field_formatter drupal/token_filter\n</code></pre>\n</li>\n<li>\n<p><strong>Configure Fields and Formats</strong>:</p>\n<ul>\n<li>For Computed Fields: Define a custom field where token replacement logic is executed.</li>\n<li>For Field Formatters: Configure custom formatters to preprocess fields with token replacements.</li>\n<li>For Token Filter: Configure text formats to use the Token Filter for specific fields.</li>\n</ul>\n</li>\n<li>\n<p><strong>Create Custom Normalizers</strong>:</p>\n<ul>\n<li>Implement serialization logic to process tokens in the way as shown in previous examples.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Workflow</h3>\n<ol>\n<li>Create a node type, say "Article", with a text field that includes tokens.</li>\n<li>Apply a text format that uses the Token Filter to the text field.</li>\n<li>If using computed fields or custom normalizers, ensure the field value is processed before being serialized by JSON:API.</li>\n</ol>\n<h3>Summary</h3>\n<p>By leveraging these modules and approaches, you can extend the capability of the JSON:API in Drupal to include tokenized content. Whether you choose to use custom computed fields, field formatters, text filters, or directly preprocess token replacements via custom normalizers, these methods enable a robust integration that allows dynamically generated content to be correctly exposed through JSON:API.</p>\n</div><br />','Tell me about the tokenizer pattern in software engineering.','','publish','open','open','','tell-me-about-the-tokenizer-pattern-in-software-engineering','','','2024-07-12 10:59:06','2024-07-12 15:59:06','',0,'https://johnturman.net/?p=699',0,'post','',0),(700,1,'2024-07-03 12:20:02','2024-07-03 17:20:02','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Tell me about the tokenizer pattern in software engineering.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In software engineering, a tokenizer (or lexer) is a fundamental component in the process of interpreting and executing source code. The primary function of a tokenizer is to transform a stream of raw input text into a sequence of meaningful elements called tokens. This process is essential in various stages of language processing, such as parsing, compiling, and interpreting.</p>\n<h3>Key Concepts</h3>\n<ol>\n<li>\n<p><strong>Token</strong>:</p>\n<ul>\n<li>A token is a categorized unit of text defined by a pattern.</li>\n<li>Each token can be a keyword, identifier, literal, operator, or symbol.</li>\n<li>Example: In the expression <code>int x = 10;</code>, tokens might be <code>int</code>, <code>x</code>, <code>=</code>, <code>10</code>, and <code>;</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Lexeme</strong>:</p>\n<ul>\n<li>A lexeme is a string of characters that matches a token pattern and is grouped together.</li>\n<li>It is the actual piece of the source code matched by a token.</li>\n<li>Example: For the token type \'identifier\', <code>x</code> and <code>sum</code> could be lexemes.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Pattern</strong>:</p>\n<ul>\n<li>Patterns are defined using regular expressions or other rule-based systems.</li>\n<li>Each pattern corresponds to a specific type of token.</li>\n<li>Example pattern: <code>[a-zA-Z_][a-zA-Z_0-9]*</code> could match identifiers in many programming languages.</li>\n</ul>\n</li>\n</ol>\n<h3>The Tokenization Process</h3>\n<ol>\n<li>\n<p><strong>Input Reading</strong>:</p>\n<ul>\n<li>The tokenizer reads the input text character by character.</li>\n</ul>\n</li>\n<li>\n<p><strong>Pattern Matching</strong>:</p>\n<ul>\n<li>The tokenizer uses predefined patterns to match portions of the input text to token types.</li>\n<li>This is often done using regular expressions.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Generation</strong>:</p>\n<ul>\n<li>When a pattern is matched, a token is generated with a type and the matched text.</li>\n</ul>\n</li>\n<li>\n<p><strong>Skipping Unnecessary Text</strong>:</p>\n<ul>\n<li>Comments and whitespace often need to be ignored.</li>\n<li>These are identified and skipped over.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Stream Output</strong>:</p>\n<ul>\n<li>The tokenizer outputs a stream of tokens that can be used by the parser.</li>\n</ul>\n</li>\n</ol>\n<h3>Example</h3>\n<p>Consider the simple script:</p>\n<pre><code class=\"language-cpp\">int main() {\n int x = 10;\n}\n</code></pre>\n<p>The tokenization process might produce the following token stream:</p>\n<ol>\n<li><code>int</code> (Keyword)</li>\n<li><code>main</code> (Identifier)</li>\n<li><code>(</code> (Symbol)</li>\n<li><code>)</code> (Symbol)</li>\n<li><code>{</code> (Symbol)</li>\n<li><code>int</code> (Keyword)</li>\n<li><code>x</code> (Identifier)</li>\n<li><code>=</code> (Operator)</li>\n<li><code>10</code> (Numeric Literal)</li>\n<li><code>;</code> (Symbol)</li>\n<li><code>}</code> (Symbol)</li>\n</ol>\n<h3>Tokenizer Implementation</h3>\n<p>Tokenizers can be implemented in several programming languages, often using libraries that support regular expressions. For example:</p>\n<ul>\n<li><strong>Python</strong>: The <code>re</code> module combined with a loop over the text.</li>\n<li><strong>Java</strong>: The <code>java.util.regex</code> package.</li>\n<li><strong>C/C++</strong>: Functions from libraries like <code><regex></code> or tools like Lex/Flex.</li>\n</ul>\n<h3>Importance and Applications</h3>\n<ul>\n<li><strong>Compilers and Interpreters</strong>: Tokenizers are the first step in compiling or interpreting code, helping to break the code into manageable parts.</li>\n<li><strong>Syntax Highlighting</strong>: In code editors, tokenizers help identify different parts of the code to apply syntax highlighting.</li>\n<li><strong>Linters/Formatters</strong>: Tokenizers can aid in analyzing and formatting code by breaking it into recognizable elements.</li>\n<li><strong>Natural Language Processing (NLP)</strong>: Tokenization is also fundamental in analyzing human language text, breaking it into words, phrases, or other meaningful units.</li>\n</ul>\n<p>In summary, the tokenizer pattern is a critical step in the pipeline of understanding and processing textual data, particularly in the context of programming languages and compilers. Its role in converting raw text into discrete, categorizable tokens enables further syntactic and semantic analysis.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can it be used in NLP in the construction of prompts?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In Natural Language Processing (NLP), tokenization plays a crucial role in the construction, manipulation, and understanding of text prompts. Here’s how tokenizers can be utilized effectively for constructing and processing prompts in various NLP applications:</p>\n<h3>1. Text Normalization</h3>\n<p>Before tokenizing a prompt, it is essential to normalize the text to ensure consistency. This includes:</p>\n<ul>\n<li><strong>Lowercasing</strong>: Converting all characters to lowercase for case insensitivity.</li>\n<li><strong>Removing punctuation</strong>: Depending on the application, punctuation may be stripped out.</li>\n<li><strong>Whitespace normalization</strong>: Ensuring consistent spacing between words.</li>\n</ul>\n<h3>2. Tokenization</h3>\n<h4>Types of Tokenization:</h4>\n<ul>\n<li><strong>Word Tokenization</strong>: Splits a sentence into individual words. Useful for models that process text at the granularity of words.</li>\n<li><strong>Subword Tokenization</strong>: Breaks words into smaller units (subwords). This is beneficial for handling rare or unknown words.\n<ul>\n<li>Example: Byte-Pair Encoding (BPE), WordPiece, and Unigram models.</li>\n</ul>\n</li>\n<li><strong>Character Tokenization</strong>: Treats each character as a token. Useful for languages with complex morphology or for tasks requiring granular text analysis.</li>\n</ul>\n<h3>3. Generating Prompts</h3>\n<p>Tokenization can assist in constructing text prompts tailored for specific tasks. For example:</p>\n<ul>\n<li><strong>Chatbots</strong>: Tokenizers can help prepare user inputs and template responses for chatbots, ensuring they are comprehensible and grammatically correct.</li>\n<li><strong>Text Generation</strong>: When creating prompts for text generation models, tokenization ensures that the input is appropriately parsed and structured for autoregressive models like GPT-3.</li>\n</ul>\n<h3>4. Encoding</h3>\n<p>For models to understand text, it has to be converted to a numerical format. Tokenization translates text into corresponding token IDs through:</p>\n<ul>\n<li><strong>Vocabulary Lookup</strong>: A predefined vocabulary assigns a unique ID to each token.\n<ul>\n<li>Example: <code>{ "I": 1, "like": 2, "apples": 3, "[UNK]": 0 }</code></li>\n</ul>\n</li>\n</ul>\n<h3>5. Handling Special Tokens</h3>\n<p>Tokenizers might incorporate special tokens to guide models:</p>\n<ul>\n<li><strong>[CLS]</strong>: For classification tasks.</li>\n<li><strong>[SEP]</strong>: To separate segments in tasks involving multiple sentences or questions.</li>\n<li><strong>[PAD]</strong>: To pad sequences to a fixed length for batch processing.</li>\n</ul>\n<h3>6. Managing Context Length</h3>\n<p>For large language models, managing the context length is critical. Tokenizers help by:</p>\n<ul>\n<li><strong>Truncating</strong>: Cutting off tokens at a maximum length.</li>\n<li><strong>Sliding Window</strong>: Processing long texts in overlapping chunks.</li>\n</ul>\n<h3>Example Workflow</h3>\n<ol>\n<li>\n<p><strong>Input Prompt</strong>:</p>\n<pre><code class=\"language-text\">"What is the capital of France?"\n</code></pre>\n</li>\n<li>\n<p><strong>Normalization</strong>:</p>\n<pre><code class=\"language-text\">"what is the capital of france"\n</code></pre>\n</li>\n<li>\n<p><strong>Tokenization (Word-Based)</strong>:</p>\n<pre><code>["what", "is", "the", "capital", "of", "france"]\n</code></pre>\n</li>\n<li>\n<p><strong>Encoding</strong>:</p>\n<pre><code class=\"language-text\">[1045, 2003, 1996, 3007, 1997, 2605] # Example token IDs\n</code></pre>\n</li>\n<li>\n<p><strong>Incorporating Special Tokens</strong>:</p>\n<pre><code class=\"language-text\">[101, 1045, 2003, 1996, 3007, 1997, 2605, 102] # [CLS] and [SEP] added\n</code></pre>\n</li>\n</ol>\n<h3>Application in Specific NLP Tasks</h3>\n<ol>\n<li><strong>Question Answering</strong>:\nTokenizer helps in transforming the input question and context (e.g., a paragraph) into a format acceptable by the model.</li>\n<li><strong>Machine Translation</strong>:\nTokenizers break down the input sentence into tokens that the translation model can work with and later reassemble.</li>\n<li><strong>Sentiment Analysis</strong>:\nTokenization of text prompts enables the model to capture sentiment indicators correctly, by breaking down text into analyzable units.</li>\n</ol>\n<h3>Challenges and Solutions</h3>\n<ol>\n<li>\n<p><strong>Ambiguity</strong>:</p>\n<ul>\n<li>Tokenizers must handle ambiguities in the text. Context-aware tokenization, such as subword tokenization, can help mitigate issues with rare or unknown words.</li>\n</ul>\n</li>\n<li>\n<p><strong>Multilingual Support</strong>:</p>\n<ul>\n<li>Tokenizers need to support multiple languages, which can have different tokenization rules. Multi-lingual tokenizers are designed to handle various scripts and languages.</li>\n</ul>\n</li>\n<li>\n<p><strong>Out-of-Vocabulary Tokens</strong>:</p>\n<ul>\n<li>Handling unknown tokens is vital. Subword tokenization techniques can break down unknown words into smaller units that are likely to be in the vocabulary.</li>\n</ul>\n</li>\n</ol>\n<p>By efficiently utilizing tokenizers, NLP practitioners can ensure that prompts fed to models are in a form that maximizes the model\'s understanding and performance, thereby enhancing the accuracy and relevance of NLP applications.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can tokenization be used in a purely textual situation, such as you see with the Drupal Token module?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Tokenization in software engineering, particularly in the context of content management systems like Drupal, can serve different purposes compared to its use in Natural Language Processing (NLP). In Drupal, the Token module provides a way to use placeholders (tokens) that are dynamically replaced with active content. This allows for greater flexibility and dynamism in template and content management.</p>\n<h3>What is the Drupal Token Module?</h3>\n<p>The Drupal Token module allows the use of text placeholders, which are dynamically replaced with content or values when the text is rendered. For example, tokens can be used for things like user names, dates, node titles, and more within the content, blocks, and templates.</p>\n<h3>How Tokenization Works in Drupal Token Module</h3>\n<ol>\n<li>\n<p><strong>Defining Tokens</strong>:</p>\n<ul>\n<li>Tokens are defined in a specific format, often enclosed with curly braces or square brackets. For instance: <code>[node:title]</code>, <code>[user:name]</code>, <code>[site:name]</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Token Replacement</strong>:</p>\n<ul>\n<li>When the containing content is rendered, these tokens are replaced with their corresponding values from the Drupal site context. This includes dynamic data such as node titles, user information, or site settings.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Tokens</strong>:</p>\n<ul>\n<li>Developers can define custom tokens to extend the functionality, providing even more flexibility.</li>\n</ul>\n</li>\n</ol>\n<h3>Use Cases in Drupal</h3>\n<ol>\n<li>\n<p><strong>Content Placeholders</strong>:</p>\n<ul>\n<li>Tokens can be inserted directly into the content to make it dynamic. As an example, writing "Hello [user:name], welcome back!" would dynamically insert the current user\'s name when the content is displayed.</li>\n</ul>\n</li>\n<li>\n<p><strong>Email Templates</strong>:</p>\n<ul>\n<li>Tokens can be used within email templates to personalize messages.</li>\n<li>Example: "Dear [user:name], thank you for registering on [site:name]."</li>\n</ul>\n</li>\n<li>\n<p><strong>URL Generation</strong>:</p>\n<ul>\n<li>In generating URLs for links, tokens can be used to insert dynamic segments, like node IDs or user IDs, ensuring correct paths.</li>\n</ul>\n</li>\n<li>\n<p><strong>Meta Tags</strong>:</p>\n<ul>\n<li>Tokens can be useful for dynamically generating meta tags for SEO purposes.</li>\n<li>Example: <code><meta name="description" content="[node:summary]" /></code></li>\n</ul>\n</li>\n</ol>\n<h3>Implementing Tokenization in Drupal</h3>\n<ol>\n<li>\n<p><strong>Installing the Token Module</strong>:</p>\n<ul>\n<li>First, install and enable the Token module via the Drupal admin interface or using Drush.</li>\n</ul>\n</li>\n<li>\n<p><strong>Using Tokens in Content</strong>:</p>\n<ul>\n<li>Within any content field that supports token replacement, type in the token format.</li>\n<li>Example:<pre><code class=\"language-html\"><p>Welcome [user:name] to [site:name]!</p>\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>Configuring Token Replacement</strong>:</p>\n<ul>\n<li>Access the token settings to see all available tokens and configure how they should be replaced.</li>\n</ul>\n</li>\n<li>\n<p><strong>Extending Tokens with Custom Modules</strong>:</p>\n<ul>\n<li>Developers can write custom modules to add new token types.</li>\n<li>Example:<pre><code class=\"language-php\">/**\n * Implements hook_token_info().\n */\nfunction mymodule_token_info() {\n $info = array();\n $info[\'tokens\'][\'custom\'][\'custom_token\'] = array(\n \'name\' => t(\'Custom Token\'),\n \'description\' => t(\'This is a custom token.\'),\n );\n return $info;\n}\n\n/**\n * Implements hook_token_replace().\n */\nfunction mymodule_token_replace($type, $tokens, array $data, array $options, BubbleableMetadata $bubbleable_metadata) {\n $replacements = array();\n\n if ($type == \'custom\') {\n foreach ($tokens as $name => $original) {\n switch ($name) {\n case \'custom_token\':\n $replacements[$original] = \'This is a custom value\';\n break;\n }\n }\n }\n\n return $replacements;\n}\n</code></pre>\n</li>\n</ul>\n</li>\n</ol>\n<h3>Advantages of Using Tokenization in Drupal</h3>\n<ol>\n<li>\n<p><strong>Consistency</strong>:</p>\n<ul>\n<li>Ensures consistent use of dynamic content across multiple places.</li>\n</ul>\n</li>\n<li>\n<p><strong>Efficiency</strong>:</p>\n<ul>\n<li>Reduces the need for hard-coding values, making updates more efficient and less error-prone.</li>\n</ul>\n</li>\n<li>\n<p><strong>Personalization</strong>:</p>\n<ul>\n<li>Allows for personalized user experiences by dynamically inserting user-specific data.</li>\n</ul>\n</li>\n<li>\n<p><strong>Scalability</strong>:</p>\n<ul>\n<li>Tokens can be reused across various parts of the site, making them very scalable for large-scale content management.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Workflow in Drupal</h3>\n<ol>\n<li>\n<p><strong>Create a new content type</strong>:\nName it "Welcome Message".</p>\n</li>\n<li>\n<p><strong>Add a body field</strong>:\nIn the body, use tokens like:</p>\n<pre><code class=\"language-html\"><p>Welcome, [user:name]! Click this link to update your profile: [user:edit-url]</p>\n</code></pre>\n</li>\n<li>\n<p><strong>Render the content</strong>:\nWhen a user visits the page, the placeholders <code>[user:name]</code> and <code>[user:edit-url]</code> will be replaced with actual user data, like "John Doe" and "http://example.com/user/1/edit" respectively.</p>\n</li>\n</ol>\n<p>In this way, the Token module in Drupal allows for robust, dynamic content management by leveraging tokenization, which stands as a different yet crucial aspect of how tokenization is used within the realm of content management systems.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How well is the the Drupal Token module supported by the json api?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The Drupal JSON:API module provides a standardized way to expose your Drupal site\'s content and data as a JSON:API compliant web service. While the JSON:API module and the Token module serve different purposes, their interoperability primarily concerns exposing tokenized content through JSON:API endpoints.</p>\n<h3>Understanding the Relationship</h3>\n<ol>\n<li>\n<p><strong>Token Module</strong>:</p>\n<ul>\n<li>The Token module provides dynamic placeholders in Drupal content and configurations.</li>\n<li>It replaces these tokens with actual content when the page is rendered.</li>\n</ul>\n</li>\n<li>\n<p><strong>JSON:API Module</strong>:</p>\n<ul>\n<li>JSON:API allows your Drupal content to be consumed by external clients in a structured JSON format.</li>\n<li>It exposes Drupal entities (nodes, users, etc.) as JSON:API resources.</li>\n</ul>\n</li>\n</ol>\n<h3>Integration Points</h3>\n<p>Integrating the Token module with the JSON:API module mainly impacts how data embedded with tokens is exposed via the API. Here are a few considerations and typical scenarios:</p>\n<ol>\n<li>\n<p><strong>Token Replacement Before API Exposure</strong>:</p>\n<ul>\n<li>Usually, tokens are replaced at the point of rendering. This means if you request a resource through JSON:API, the response will contain raw token placeholders unless they were preprocessed or the API endpoint explicitly handles token replacement.</li>\n<li>Example:<pre><code class=\"language-json\">{\n "data": {\n "type": "node--article",\n "id": "1",\n "attributes": {\n "title": "Welcome, [user:name]",\n "body": "This is your first article."\n }\n }\n}\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom JSON:API Serialization</strong>:</p>\n<ul>\n<li>You may need custom serialization logic to integrate token replacement into JSON:API responses.</li>\n<li>This can be achieved by implementing custom normalizers/serializers in a custom module.</li>\n<li>Example:<pre><code class=\"language-php\">use Drupal\\jsonapi\\Http\\Response\\EntityResponse;\nuse Symfony\\Component\\Serializer\\Normalizer\\ContextAwareNormalizerInterface;\n\nclass CustomEntityNormalizer implements ContextAwareNormalizerInterface {\n public function normalize($entity, $format = NULL, array $context = []) {\n // Preprocess attributes to replace tokens.\n $attributes = $entity->toArray();\n foreach ($attributes as $key => $value) {\n $attributes[$key] = \\Drupal::token()->replace($value);\n }\n\n // Return the modified attributes as part of the JSON:API response.\n return $attributes;\n }\n\n public function supportsNormalization($data, $format = NULL, array $context = []) {\n return $data instanceof EntityResponse;\n }\n}\n</code></pre>\n</li>\n</ul>\n</li>\n<li>\n<p><strong>API Endpoint Customization</strong>:</p>\n<ul>\n<li>Create custom endpoints where token replacement is crucial.</li>\n<li>These endpoints preprocess the content to replace tokens before sending responses.</li>\n</ul>\n</li>\n</ol>\n<h3>Implementation Strategy</h3>\n<ol>\n<li>\n<p><strong>Install Necessary Modules</strong>:</p>\n<ul>\n<li>Ensure both the JSON:API and Token modules are enabled on your Drupal site.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Module for Token Replacement</strong>:</p>\n<ul>\n<li>Create a custom module, say <code>custom_jsonapi</code>.</li>\n</ul>\n</li>\n<li>\n<p><strong>Custom Normalizer Implementation</strong>:</p>\n<ul>\n<li>Implement a normalizer that handles content entity token replacement.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Custom Module</h3>\n<p><strong>Module YAML file</strong> (<code>custom_jsonapi.info.yml</code>):</p>\n<pre><code class=\"language-yaml\">name: \'Custom JSON:API\'\ntype: module\ndescription: \'Adds token replacement in JSON:API responses.\'\npackage: Custom\ncore_version_requirement: ^8 || ^9\ndependencies:\n - drupal:jsonapi\n - drupal:token\n</code></pre>\n<p><strong>Custom Normalizer Service</strong> (<code>custom_jsonapi.services.yml</code>):</p>\n<pre><code class=\"language-yaml\">services:\n custom_jsonapi.entity_normalizer:\n class: Drupal\\custom_jsonapi\\Normalizer\\CustomEntityNormalizer\n arguments: [\'@token.service\']\n tags:\n - { name: serializer.normalizer }\n</code></pre>\n<p><strong>Custom Normalizer Class</strong> (<code>src/Normalizer/CustomEntityNormalizer.php</code>):</p>\n<pre><code class=\"language-php\"><?php\n\nnamespace Drupal\\custom_jsonapi\\Normalizer;\n\nuse Drupal\\jsonapi\\ResourceType\\ResourceTypeRepositoryInterface;\nuse Drupal\\Core\\Entity\\EntityInterface;\nuse Symfony\\Component\\Serializer\\Normalizer\\NormalizerInterface;\nuse Symfony\\Component\\Serializer\\Normalizer\\DenormalizerInterface;\nuse Drupal\\token\\TokenEntityMapper;\n\nclass CustomEntityNormalizer implements NormalizerInterface, DenormalizerInterface {\n protected $tokenService;\n\n public function __construct(TokenEntityMapper $token_service) {\n $this->tokenService = $token_service;\n }\n\n public function normalize($object, $format = NULL, array $context = []) {\n if ($object instanceof EntityInterface) {\n $fields = $object->toArray();\n $token_data = [\'entity\' => $object];\n $options = [\'clear\' => TRUE];\n \n foreach ($fields as $field_name => $field_value) {\n $fields[$field_name] = $this->tokenService->replace($field_value[0], $token_data, $options);\n }\n \n return $fields;\n }\n }\n\n public function supportsNormalization($data, $format = NULL) {\n return $data instanceof EntityInterface;\n }\n\n public function denormalize($data, $class, $format = NULL, array $context = []) {}\n public function supportsDenormalization($data, $type, $format = NULL) {\n return FALSE;\n }\n}\n</code></pre>\n<h3>Result</h3>\n<p>By implementing custom normalizers, you can ensure that content served through the JSON:API includes token replacements, offering richer, personalized responses directly via API endpoints.</p>\n<h3>Summary</h3>\n<p>While the Drupal Token module and JSON:API module do not natively integrate out-of-the-box in terms of automatic token replacement in API responses, you can achieve this through customization. By custom layering token replacement logic into your JSON:API serialization process, you can ensure that dynamic content rendered by Drupal is correctly exposed via API endpoints.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Are there any other Drupal modules that can help with tokenizing with the json api?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, there are other Drupal modules and approaches that can help with tokenization and content manipulation when using the JSON:API module. Here are a few useful modules and methods:</p>\n<h3>1. <strong>Twig Tweak Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/twig_tweak\">Twig Tweak</a> module provides additional Twig functions and filters that can be used to manipulate tokens within Twig templates. While primarily designed for rendering within the site, it can be extended to preprocess content that is exposed via JSON:API.</p>\n<h3>2. <strong>Computed Field Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/computed_field\">Computed Field</a> module allows site builders to define computed fields whose values are generated through custom PHP code. This can be particularly useful for adding fields to your entities that contain tokenized values.</p>\n<h4>Example:</h4>\n<pre><code class=\"language-php\">use Drupal\\Core\\StringTranslation\\StringTranslationTrait;\n\n/**\n * Implements hook_field_storage_config_insert().\n */\nfunction mymodule_field_storage_config_insert(FieldStorageConfigInterface $field_storage) {\n // Define a custom computed field that replaces tokens.\n if ($field_storage->getName() === \'field_computed\') {\n $field_storage->addProperty(\'value\');\n }\n}\n\n/**\n * Implements hook_entity_presave().\n */\nfunction mymodule_entity_presave(EntityInterface $entity) {\n if ($entity->hasField(\'field_computed\')) {\n $data = [\'node\' => $entity];\n $entity->field_computed->value = \\Drupal::token()->replace(\'[node:title]\', $data);\n }\n}\n</code></pre>\n<h3>3. <strong>Field Formatter Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/field_formatter\">Field Formatter</a> module allows you to write custom output formats for fields. Custom field formatters can preprocess token replacements before displaying the content, which can also affect the data returned by JSON:API if appropriately configured.</p>\n<h4>Example:</h4>\n<p>Create a custom module with a field formatter that replaces tokens in the field value before rendering:</p>\n<pre><code class=\"language-php\">namespace Drupal\\mymodule\\Plugin\\Field\\FieldFormatter;\n\nuse Drupal\\Core\\Field\\FormatterBase;\nuse Drupal\\Core\\Field\\FieldItemListInterface;\nuse Drupal\\Core\\Cache\\CacheableMetadata;\n\n/**\n * Plugin implementation of the \'token_formatter\' formatter.\n *\n * @FieldFormatter(\n * id = "token_formatter",\n * label = @Translation("Token Formatter"),\n * field_types = {\n * "string",\n * "text",\n * "text_long"\n * }\n * )\n */\nclass TokenFormatter extends FormatterBase {\n\n /**\n * {@inheritdoc}\n */\n public function viewElements(FieldItemListInterface $items, $langcode) {\n $elements = [];\n foreach ($items as $delta => $item) {\n $elements[$delta] = [\n \'#markup\' => \\Drupal::token()->replace($item->value, [\'node\' => $item->getEntity()]),\n ];\n }\n return $elements;\n }\n}\n</code></pre>\n<h3>4. <strong>Custom Serialization Module</strong></h3>\n<p>In cases where you require sophisticated manipulation of responses, creating a custom serialization module that integrates with JSON:API is often the most flexible solution. This allows you to preprocess and replace tokens directly before the API response is generated.</p>\n<h4>Example:</h4>\n<p>Create a custom normalizer as previously illustrated, using Drupal services for token replacements within JSON:API responses.</p>\n<h3>5. <strong>Token Filter Module</strong></h3>\n<p>The <a href=\"https://www.drupal.org/project/token_filter\">Token Filter</a> module adds a text format filter that replaces tokens in content. This can be useful if combined with JSON:API by applying the text format to fields that need token replacement.</p>\n<h3>Integration Steps</h3>\n<ol>\n<li>\n<p><strong>Install Required Modules</strong>:</p>\n<ul>\n<li>Install any of the mentioned modules via the Drupal admin UI or using composer.</li>\n</ul>\n<pre><code class=\"language-bash\">composer require drupal/token drupal/jsonapi drupal/twig_tweak drupal/computed_field drupal/field_formatter drupal/token_filter\n</code></pre>\n</li>\n<li>\n<p><strong>Configure Fields and Formats</strong>:</p>\n<ul>\n<li>For Computed Fields: Define a custom field where token replacement logic is executed.</li>\n<li>For Field Formatters: Configure custom formatters to preprocess fields with token replacements.</li>\n<li>For Token Filter: Configure text formats to use the Token Filter for specific fields.</li>\n</ul>\n</li>\n<li>\n<p><strong>Create Custom Normalizers</strong>:</p>\n<ul>\n<li>Implement serialization logic to process tokens in the way as shown in previous examples.</li>\n</ul>\n</li>\n</ol>\n<h3>Example Workflow</h3>\n<ol>\n<li>Create a node type, say "Article", with a text field that includes tokens.</li>\n<li>Apply a text format that uses the Token Filter to the text field.</li>\n<li>If using computed fields or custom normalizers, ensure the field value is processed before being serialized by JSON:API.</li>\n</ol>\n<h3>Summary</h3>\n<p>By leveraging these modules and approaches, you can extend the capability of the JSON:API in Drupal to include tokenized content. Whether you choose to use custom computed fields, field formatters, text filters, or directly preprocess token replacements via custom normalizers, these methods enable a robust integration that allows dynamically generated content to be correctly exposed through JSON:API.</p>\n</div><br />','Tell me about the tokenizer pattern in software engineering.','','inherit','closed','closed','','699-revision-v1','','','2024-07-03 12:20:02','2024-07-03 17:20:02','',699,'https://johnturman.net/?p=700',0,'revision','',0),(702,1,'2024-07-09 00:04:13','2024-07-09 05:04:13','','jpt-ai','','inherit','open','closed','','jpt-ai','','','2024-07-09 00:04:13','2024-07-09 05:04:13','',0,'https://johnturman.net/wp-content/uploads/2024/07/jpt-ai.png',0,'attachment','image/png',0),(703,1,'2024-07-09 00:04:56','2024-07-09 05:04:56','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":633,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-25-3.jpg\" alt=\"\" class=\"wp-image-633\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":702,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/07/jpt-ai.png\" alt=\"\" class=\"wp-image-702\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":631,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-9.jpg\" alt=\"\" class=\"wp-image-631\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":630,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-20-2.jpg\" alt=\"\" class=\"wp-image-630\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":628,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-28-2.jpg\" alt=\"\" class=\"wp-image-628\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":624,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-27.jpg\" alt=\"\" class=\"wp-image-624\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":619,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-20-3.jpg\" alt=\"\" class=\"wp-image-619\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":622,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-4.jpg\" alt=\"\" class=\"wp-image-622\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":621,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-1.jpg\" alt=\"\" class=\"wp-image-621\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":623,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-21-5.jpg\" alt=\"\" class=\"wp-image-623\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":625,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-04-27-1.jpg\" alt=\"\" class=\"wp-image-625\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":615,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-26-9.jpg\" alt=\"\" class=\"wp-image-615\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":618,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"https://johnturman.net/wp-content/uploads/2024/05/2024-05-27-2.jpg\" alt=\"\" class=\"wp-image-618\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Gallery','','inherit','closed','closed','','243-revision-v1','','','2024-07-09 00:04:56','2024-07-09 05:04:56','',243,'https://johnturman.net/?p=703',0,'revision','',0),(704,1,'2024-07-10 21:31:59','2024-07-11 02:31:59','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that was used to produce the video was created with Dalle-3. It\'s my first SVD video. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping in your video player for a relaxing experience.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','publish','open','open','','videos','','','2024-07-23 11:10:19','2024-07-23 16:10:19','',0,'https://johnturman.net/?p=704',0,'post','',0),(705,1,'2024-07-10 21:31:59','2024-07-11 02:31:59','<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=ii\\u002d\\u002dvjYwfFM\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=ii--vjYwfFM\n</div></figure>\n<!-- /wp:embed -->','Videos','','inherit','closed','closed','','704-revision-v1','','','2024-07-10 21:31:59','2024-07-11 02:31:59','',704,'https://johnturman.net/?p=705',0,'revision','',0),(706,1,'2024-07-10 10:13:00','2024-07-10 15:13:00','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I have an mp4 video that has 6 frames per second. I want to make the video have a higher frame rate of 24 frames per second. Can I use the ffmpeg tool to change the frame rate?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, you can use <code>ffmpeg</code> to increase the frame rate of a video. If you want to convert a video from 6 frames per second (fps) to 24 fps, which is a common frame rate, <code>ffmpeg</code> can interpolate the frames to achieve this.</p>\n<p>Here is the basic command to change the frame rate:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -r 24 output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-i input.mp4</code>: Specifies the input file.</li>\n<li><code>-r 24</code>: Sets the output frame rate to 24 fps.</li>\n<li><code>output.mp4</code>: Specifies the output file name.</li>\n</ul>\n<p>This command will simply duplicate the frames to achieve the desired frame rate. If you want smoother interpolation between frames (rather than simple duplication), you might want to use a filter like <code>minterpolate</code> or <code>fps</code>.</p>\n<p>The <code>minterpolate</code> filter can produce smoother transitions at the cost of increased processing time. Here’s how you can use it:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "minterpolate=\'mi_mode=mci:mc_mode=aobmc:vsbmc=1:fps=24\'" -c:a copy output.mp4\n</code></pre>\n<p>Explanation of the <code>-vf</code> (video filter) option:</p>\n<ul>\n<li><code>mi_mode=mci</code>: Mode for motion interpolation, where <code>mci</code> stands for motion-compensated interpolation.</li>\n<li><code>mc_mode=aobmc</code>: Advanced overlapped block motion compensation.</li>\n<li><code>vsbmc=1</code>: Variable-size block motion compensation.</li>\n<li><code>fps=24</code>: Target frames per second.</li>\n</ul>\n<p>If you just want a straightforward way to change the frame rate, the first command will accomplish that. If you need better quality with interpolated frames, use the filter option. Note that more advanced filters can be slower and require more computational resources.</p>\n<p>Remember to also check whether your ffmpeg build supports these features and consider updating if necessary.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'m on a Mac. How can I edit the individual frames. What tools are available?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Editing individual frames of a video on a Mac can be done using a combination of tools. Here’s a step-by-step process to extract, edit, and reassemble the frames.</p>\n<h3>Step 1: Extract Frames</h3>\n<p>First, use <code>ffmpeg</code> to extract individual frames from your video:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n<p>This command will save each frame as a PNG image, naming them sequentially (<code>frame_0001.png</code>, <code>frame_0002.png</code>, etc.).</p>\n<h3>Step 2: Edit Files</h3>\n<p>You can use various image editing tools available on macOS to edit the extracted frames. Here are a few popular ones:</p>\n<ul>\n<li><strong>Preview</strong>: Basic image editing and annotation.</li>\n<li><strong>Photoshop</strong>: Advanced editing and manipulation.</li>\n<li><strong>GIMP</strong>: A free and open-source alternative to Photoshop.</li>\n<li><strong>Pixelmator</strong>: A popular Mac image editor.</li>\n<li><strong>Affinity Photo</strong>: Another professional photo editing software.</li>\n</ul>\n<p>Open each frame in your image editor of choice, make your edits, and save them.</p>\n<h3>Step 3: Reassemble Frames into a Video</h3>\n<p>Once you\'ve edited the frames, you can use <code>ffmpeg</code> again to reassemble them into a new video:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-framerate 24</code>: Sets the input frame rate to 24 fps.</li>\n<li><code>-i frame_%04d.png</code>: Specifies the input frame sequence.</li>\n<li><code>-c:v libx264</code>: Encodes the new video using the H.264 codec.</li>\n<li><code>-pix_fmt yuv420p</code>: Ensures compatibility with a wide range of players.</li>\n</ul>\n<h3>Additional Tools</h3>\n<ul>\n<li>\n<p><strong>ImageMagick</strong>: For batch processing and scripting image edits from the command line.</p>\n<pre><code class=\"language-sh\">magick mogrify -resize 1920x1080 *.png\n</code></pre>\n<p>This example resizes all PNG files in the directory to 1920x1080 pixels.</p>\n</li>\n<li>\n<p><strong>Adobe After Effects</strong>: Professional video editing software that can import image sequences, apply effects, and export the final video.</p>\n</li>\n</ul>\n<h3>Putting It All Together</h3>\n<ol>\n<li>\n<p><strong>Extract Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n</li>\n<li>\n<p><strong>Edit Frames</strong> using your preferred image editor.</p>\n</li>\n<li>\n<p><strong>Reassemble Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n</li>\n</ol>\n<p>This process gives you fine control over each frame, allowing you to make detailed edits before reassembling them into a video.</p>\n</div><br />','Changing mp4 video frame rate using ffmpeg','','publish','open','open','','i-have-an-mp4-video-that-has-6-frames-per-second-i-want-to-make-the-video-have-a-higher-frame-rate-of-24-frames-per-second-c','','','2024-07-12 10:57:16','2024-07-12 15:57:16','',0,'https://johnturman.net/?p=706',0,'post','',0),(707,1,'2024-07-11 04:13:42','2024-07-11 09:13:42','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I have an mp4 video that has 6 frames per second. I want to make the video have a higher frame rate of 24 frames per second. Can I use the ffmpeg tool to change the frame rate?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, you can use <code>ffmpeg</code> to increase the frame rate of a video. If you want to convert a video from 6 frames per second (fps) to 24 fps, which is a common frame rate, <code>ffmpeg</code> can interpolate the frames to achieve this.</p>\n<p>Here is the basic command to change the frame rate:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -r 24 output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-i input.mp4</code>: Specifies the input file.</li>\n<li><code>-r 24</code>: Sets the output frame rate to 24 fps.</li>\n<li><code>output.mp4</code>: Specifies the output file name.</li>\n</ul>\n<p>This command will simply duplicate the frames to achieve the desired frame rate. If you want smoother interpolation between frames (rather than simple duplication), you might want to use a filter like <code>minterpolate</code> or <code>fps</code>.</p>\n<p>The <code>minterpolate</code> filter can produce smoother transitions at the cost of increased processing time. Here’s how you can use it:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "minterpolate=\'mi_mode=mci:mc_mode=aobmc:vsbmc=1:fps=24\'" -c:a copy output.mp4\n</code></pre>\n<p>Explanation of the <code>-vf</code> (video filter) option:</p>\n<ul>\n<li><code>mi_mode=mci</code>: Mode for motion interpolation, where <code>mci</code> stands for motion-compensated interpolation.</li>\n<li><code>mc_mode=aobmc</code>: Advanced overlapped block motion compensation.</li>\n<li><code>vsbmc=1</code>: Variable-size block motion compensation.</li>\n<li><code>fps=24</code>: Target frames per second.</li>\n</ul>\n<p>If you just want a straightforward way to change the frame rate, the first command will accomplish that. If you need better quality with interpolated frames, use the filter option. Note that more advanced filters can be slower and require more computational resources.</p>\n<p>Remember to also check whether your ffmpeg build supports these features and consider updating if necessary.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'m on a Mac. How can I edit the individual frames. What tools are available?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Editing individual frames of a video on a Mac can be done using a combination of tools. Here’s a step-by-step process to extract, edit, and reassemble the frames.</p>\n<h3>Step 1: Extract Frames</h3>\n<p>First, use <code>ffmpeg</code> to extract individual frames from your video:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n<p>This command will save each frame as a PNG image, naming them sequentially (<code>frame_0001.png</code>, <code>frame_0002.png</code>, etc.).</p>\n<h3>Step 2: Edit Files</h3>\n<p>You can use various image editing tools available on macOS to edit the extracted frames. Here are a few popular ones:</p>\n<ul>\n<li><strong>Preview</strong>: Basic image editing and annotation.</li>\n<li><strong>Photoshop</strong>: Advanced editing and manipulation.</li>\n<li><strong>GIMP</strong>: A free and open-source alternative to Photoshop.</li>\n<li><strong>Pixelmator</strong>: A popular Mac image editor.</li>\n<li><strong>Affinity Photo</strong>: Another professional photo editing software.</li>\n</ul>\n<p>Open each frame in your image editor of choice, make your edits, and save them.</p>\n<h3>Step 3: Reassemble Frames into a Video</h3>\n<p>Once you\'ve edited the frames, you can use <code>ffmpeg</code> again to reassemble them into a new video:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-framerate 24</code>: Sets the input frame rate to 24 fps.</li>\n<li><code>-i frame_%04d.png</code>: Specifies the input frame sequence.</li>\n<li><code>-c:v libx264</code>: Encodes the new video using the H.264 codec.</li>\n<li><code>-pix_fmt yuv420p</code>: Ensures compatibility with a wide range of players.</li>\n</ul>\n<h3>Additional Tools</h3>\n<ul>\n<li>\n<p><strong>ImageMagick</strong>: For batch processing and scripting image edits from the command line.</p>\n<pre><code class=\"language-sh\">magick mogrify -resize 1920x1080 *.png\n</code></pre>\n<p>This example resizes all PNG files in the directory to 1920x1080 pixels.</p>\n</li>\n<li>\n<p><strong>Adobe After Effects</strong>: Professional video editing software that can import image sequences, apply effects, and export the final video.</p>\n</li>\n</ul>\n<h3>Putting It All Together</h3>\n<ol>\n<li>\n<p><strong>Extract Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n</li>\n<li>\n<p><strong>Edit Frames</strong> using your preferred image editor.</p>\n</li>\n<li>\n<p><strong>Reassemble Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n</li>\n</ol>\n<p>This process gives you fine control over each frame, allowing you to make detailed edits before reassembling them into a video.</p>\n</div><br />','I have an mp4 video that has 6 frames per second. I want to make the video have a higher frame rate of 24 frames per second. C','','inherit','closed','closed','','706-revision-v1','','','2024-07-11 04:13:42','2024-07-11 09:13:42','',706,'https://johnturman.net/?p=707',0,'revision','',0),(709,1,'2024-07-11 10:24:01','2024-07-11 15:24:01','{\"styles\":{\"css\":\".human-label {\\n color: #90caf9;\\n}\\n\\n.ai-label {\\n color:#ce93d8;\\n}\\n\\n.human-label, .ai-label {\\n background-color: #4A4A4A;\\n padding: 5px;\\n}\\n\\n.chat-message pre {\\n border: 1px solid gray !important;\\n padding: 10px;\\n overflow-x:scroll;\\n}\\n\"},\"settings\":{\"color\":{\"duotone\":{\"theme\":[{\"colors\":[\"#272727\",\"#f9f9f9\"],\"slug\":\"duotone-1\",\"name\":\"Dark gray and white\"},{\"colors\":[\"#272727\",\"#5F584F\"],\"slug\":\"duotone-2\",\"name\":\"Dark gray and walnut\"},{\"colors\":[\"#272727\",\"#973C20\"],\"slug\":\"duotone-3\",\"name\":\"Dark gray and cinnamon\"},{\"colors\":[\"#272727\",\"#4D5B48\"],\"slug\":\"duotone-4\",\"name\":\"Dark gray and olive\"},{\"colors\":[\"#272727\",\"#4F5959\"],\"slug\":\"duotone-5\",\"name\":\"Dark gray and steel\"}]},\"gradients\":{\"theme\":[{\"slug\":\"gradient-1\",\"gradient\":\"linear-gradient(to bottom, #5F584F 0%, #272727 100%)\",\"name\":\"Vertical soft driftwood to dark gray\"},{\"slug\":\"gradient-2\",\"gradient\":\"linear-gradient(to bottom, #6D533C 0%, #272727 100%)\",\"name\":\"Vertical soft walnut to dark gray\"},{\"slug\":\"gradient-3\",\"gradient\":\"linear-gradient(to bottom, #973C20 0%, #272727 100%)\",\"name\":\"Vertical soft cinnamon to dark gray\"},{\"slug\":\"gradient-4\",\"gradient\":\"linear-gradient(to bottom, #4D5B48 0%, #272727 100%)\",\"name\":\"Vertical soft olive to dark gray\"},{\"slug\":\"gradient-5\",\"gradient\":\"linear-gradient(to bottom, #4F5959 0%, #272727 100%)\",\"name\":\"Vertical soft steel to dark gray\"},{\"slug\":\"gradient-6\",\"gradient\":\"linear-gradient(to bottom, #909090 0%, #272727 100%)\",\"name\":\"Vertical soft pewter to dark gray\"},{\"slug\":\"gradient-7\",\"gradient\":\"linear-gradient(to bottom, #5F584F 50%, #272727 50%)\",\"name\":\"Vertical hard beige to dark gray\"},{\"slug\":\"gradient-8\",\"gradient\":\"linear-gradient(to bottom, #6D533C 50%, #272727 50%)\",\"name\":\"Vertical hard walnut to dark gray\"},{\"slug\":\"gradient-9\",\"gradient\":\"linear-gradient(to bottom, #973C20 50%, #272727 50%)\",\"name\":\"Vertical hard cinnamon to dark gray\"},{\"slug\":\"gradient-10\",\"gradient\":\"linear-gradient(to bottom, #4D5B48 50%, #272727 50%)\",\"name\":\"Vertical hard olive to dark gray\"},{\"slug\":\"gradient-11\",\"gradient\":\"linear-gradient(to bottom, #4F5959 50%, #272727 50%)\",\"name\":\"Vertical hard steel to dark gray\"},{\"slug\":\"gradient-12\",\"gradient\":\"linear-gradient(to bottom, #A4A4A4 50%, #272727 50%)\",\"name\":\"Vertical hard pewter to dark gray\"}]},\"palette\":{\"theme\":[{\"color\":\"#272727\",\"name\":\"Base\",\"slug\":\"base\"},{\"color\":\"#303030\",\"name\":\"Base \\/ Two\",\"slug\":\"base-2\"},{\"color\":\"#f9f9f9\",\"name\":\"Contrast\",\"slug\":\"contrast\"},{\"color\":\"#B7B7B7\",\"name\":\"Contrast \\/ Two\",\"slug\":\"contrast-2\"},{\"color\":\"#909090\",\"name\":\"Contrast \\/ Three\",\"slug\":\"contrast-3\"},{\"color\":\"#5F584F\",\"name\":\"Accent\",\"slug\":\"accent\"},{\"color\":\"#6D533C\",\"name\":\"Accent \\/ Two\",\"slug\":\"accent-2\"},{\"color\":\"#973C20\",\"name\":\"Accent \\/ Three\",\"slug\":\"accent-3\"},{\"color\":\"#4D5B48\",\"name\":\"Accent \\/ Four\",\"slug\":\"accent-4\"},{\"color\":\"#4F5959\",\"name\":\"Accent \\/ Five\",\"slug\":\"accent-5\"}]}}},\"isGlobalStylesUserThemeJSON\":true,\"version\":2}','Custom Styles','','inherit','closed','closed','','9-revision-v1','','','2024-07-11 10:24:01','2024-07-11 15:24:01','',9,'https://johnturman.net/?p=709',0,'revision','',0),(711,1,'2024-07-11 18:23:08','2024-07-11 23:23:08','<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-11 18:23:08','2024-07-11 23:23:08','',704,'https://johnturman.net/?p=711',0,'revision','',0),(713,1,'2024-07-11 18:30:32','2024-07-11 23:30:32','<!-- wp:paragraph -->\n<p>I created this video using a local installation of Stable Diffusion WebUI Forge. The image that that was used to produce the video was created with Dalle-3.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-11 18:30:32','2024-07-11 23:30:32','',704,'https://johnturman.net/?p=713',0,'revision','',0),(715,1,'2024-07-11 18:45:04','2024-07-11 23:45:04','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of <a href=\"https://github.com/Stability-AI/stablediffusion\">WebUI Forge</a>. The image that that was used to produce the video was created with Dalle-3.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>It\'s my first SVD video. There are easer online ways to create SVDs, but having a local installation of Stable Diffusion has advantages (unlimited generation). </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping for the video for a relaxing experience.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-11 18:45:04','2024-07-11 23:45:04','',704,'https://johnturman.net/?p=715',0,'revision','',0),(717,1,'2024-07-11 18:50:02','2024-07-11 23:50:02','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that that was used to produce the video was created with Dalle-3.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>It\'s my first SVD video. There are easer online ways to create SVDs, but having a local installation of Stable Diffusion has advantages (unlimited generation). </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping for the video for a relaxing experience.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-11 18:50:02','2024-07-11 23:50:02','',704,'https://johnturman.net/?p=717',0,'revision','',0),(718,1,'2024-07-11 18:50:27','2024-07-11 23:50:27','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that that was used to produce the video was created with Dalle-3.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>It\'s my first SVD video. There are easer online ways to create SVDs, but having a local installation of Stable Diffusion has advantages (unlimited generation). </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping for the video for a relaxing experience!</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-11 18:50:27','2024-07-11 23:50:27','',704,'https://johnturman.net/?p=718',0,'revision','',0),(719,1,'2024-07-11 18:52:55','2024-07-11 23:52:55','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I have an mp4 video that has 6 frames per second. I want to make the video have a higher frame rate of 24 frames per second. Can I use the ffmpeg tool to change the frame rate?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, you can use <code>ffmpeg</code> to increase the frame rate of a video. If you want to convert a video from 6 frames per second (fps) to 24 fps, which is a common frame rate, <code>ffmpeg</code> can interpolate the frames to achieve this.</p>\n<p>Here is the basic command to change the frame rate:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -r 24 output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-i input.mp4</code>: Specifies the input file.</li>\n<li><code>-r 24</code>: Sets the output frame rate to 24 fps.</li>\n<li><code>output.mp4</code>: Specifies the output file name.</li>\n</ul>\n<p>This command will simply duplicate the frames to achieve the desired frame rate. If you want smoother interpolation between frames (rather than simple duplication), you might want to use a filter like <code>minterpolate</code> or <code>fps</code>.</p>\n<p>The <code>minterpolate</code> filter can produce smoother transitions at the cost of increased processing time. Here’s how you can use it:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "minterpolate=\'mi_mode=mci:mc_mode=aobmc:vsbmc=1:fps=24\'" -c:a copy output.mp4\n</code></pre>\n<p>Explanation of the <code>-vf</code> (video filter) option:</p>\n<ul>\n<li><code>mi_mode=mci</code>: Mode for motion interpolation, where <code>mci</code> stands for motion-compensated interpolation.</li>\n<li><code>mc_mode=aobmc</code>: Advanced overlapped block motion compensation.</li>\n<li><code>vsbmc=1</code>: Variable-size block motion compensation.</li>\n<li><code>fps=24</code>: Target frames per second.</li>\n</ul>\n<p>If you just want a straightforward way to change the frame rate, the first command will accomplish that. If you need better quality with interpolated frames, use the filter option. Note that more advanced filters can be slower and require more computational resources.</p>\n<p>Remember to also check whether your ffmpeg build supports these features and consider updating if necessary.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'m on a Mac. How can I edit the individual frames. What tools are available?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Editing individual frames of a video on a Mac can be done using a combination of tools. Here’s a step-by-step process to extract, edit, and reassemble the frames.</p>\n<h3>Step 1: Extract Frames</h3>\n<p>First, use <code>ffmpeg</code> to extract individual frames from your video:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n<p>This command will save each frame as a PNG image, naming them sequentially (<code>frame_0001.png</code>, <code>frame_0002.png</code>, etc.).</p>\n<h3>Step 2: Edit Files</h3>\n<p>You can use various image editing tools available on macOS to edit the extracted frames. Here are a few popular ones:</p>\n<ul>\n<li><strong>Preview</strong>: Basic image editing and annotation.</li>\n<li><strong>Photoshop</strong>: Advanced editing and manipulation.</li>\n<li><strong>GIMP</strong>: A free and open-source alternative to Photoshop.</li>\n<li><strong>Pixelmator</strong>: A popular Mac image editor.</li>\n<li><strong>Affinity Photo</strong>: Another professional photo editing software.</li>\n</ul>\n<p>Open each frame in your image editor of choice, make your edits, and save them.</p>\n<h3>Step 3: Reassemble Frames into a Video</h3>\n<p>Once you\'ve edited the frames, you can use <code>ffmpeg</code> again to reassemble them into a new video:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n<p>Explanation:</p>\n<ul>\n<li><code>-framerate 24</code>: Sets the input frame rate to 24 fps.</li>\n<li><code>-i frame_%04d.png</code>: Specifies the input frame sequence.</li>\n<li><code>-c:v libx264</code>: Encodes the new video using the H.264 codec.</li>\n<li><code>-pix_fmt yuv420p</code>: Ensures compatibility with a wide range of players.</li>\n</ul>\n<h3>Additional Tools</h3>\n<ul>\n<li>\n<p><strong>ImageMagick</strong>: For batch processing and scripting image edits from the command line.</p>\n<pre><code class=\"language-sh\">magick mogrify -resize 1920x1080 *.png\n</code></pre>\n<p>This example resizes all PNG files in the directory to 1920x1080 pixels.</p>\n</li>\n<li>\n<p><strong>Adobe After Effects</strong>: Professional video editing software that can import image sequences, apply effects, and export the final video.</p>\n</li>\n</ul>\n<h3>Putting It All Together</h3>\n<ol>\n<li>\n<p><strong>Extract Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -i input.mp4 -vf "fps=6" frame_%04d.png\n</code></pre>\n</li>\n<li>\n<p><strong>Edit Frames</strong> using your preferred image editor.</p>\n</li>\n<li>\n<p><strong>Reassemble Frames</strong>:</p>\n<pre><code class=\"language-sh\">ffmpeg -framerate 24 -i frame_%04d.png -c:v libx264 -pix_fmt yuv420p output.mp4\n</code></pre>\n</li>\n</ol>\n<p>This process gives you fine control over each frame, allowing you to make detailed edits before reassembling them into a video.</p>\n</div><br />','Changing mp4 video frame rate using ffmpeg','','inherit','closed','closed','','706-revision-v1','','','2024-07-11 18:52:55','2024-07-11 23:52:55','',706,'https://johnturman.net/?p=719',0,'revision','',0),(720,1,'2024-07-11 22:12:14','2024-07-12 03:12:14','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506,\"overlayMenu\":\"never\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns -->\n\n<!-- wp:tag-cloud /-->\n\n<!-- wp:search {\"label\":\"Search\",\"showLabel\":false,\"buttonText\":\"Search\",\"buttonUseIcon\":true} /--></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-07-11 22:12:14','2024-07-12 03:12:14','',242,'http://wp.local/?p=720',0,'revision','',0),(721,1,'2024-07-12 07:27:50','2024-07-12 12:27:50','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'d like to play some dominoes. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Welcome, John! Glad you could make it. We have different types of domino games to choose from. How about we play a simple block game to start? If you\'d prefer Mexican Train, Chickenfoot, or another variation, just let me know.</p>\n<h3><strong>Simple Block Game Rules:</strong></h3>\n<ol>\n<li><strong>Objective:</strong> The aim is to be the first player to play all your dominoes or to block the game with the lowest total pip count in your hand.</li>\n<li><strong>Setup:</strong>\n<ul>\n<li>Mix all 28 dominoes face down on the table.</li>\n<li>For two players, each player draws 7 dominoes.</li>\n<li>The remaining dominoes form the boneyard (the draw pile).</li>\n</ul>\n</li>\n<li><strong>Starting:</strong> The player with the highest double (double six if present) starts the game. If no one has a double, then draw from the boneyard until a double is found.</li>\n<li><strong>Gameplay:</strong>\n<ul>\n<li>Players take turns placing a domino that matches one of the open ends of the layout.</li>\n<li>If a player cannot make a move, they pass their turn.</li>\n</ul>\n</li>\n<li><strong>Ending the Game:</strong> The game ends when one player has played all their dominoes, or when no player can make a move.</li>\n</ol>\n<p>Does that sound good to you?</p>\n<p><strong>Setting up the game:</strong></p>\n<ul>\n<li>\n<p>Let’s mix the dominoes face down and draw 7 each.</p>\n<p><strong>John\'s dominoes:</strong> [3|5], [1|1], [6|2], [4|0], [3|3], [5|0], [6|6]</p>\n<p><strong>My dominoes:</strong> [Cannot reveal]</p>\n<p><strong>Boneyard (the rest of the pile):</strong> [Hidden]</p>\n</li>\n</ul>\n<h3><strong>Determine Who Goes First:</strong></h3>\n<p>Since you have the double six ([6|6]), you will start the game! Place your double six on the table, and then it will be my turn.</p>\n<p><strong>John\'s first move:</strong> [6|6]</p>\n<p>Your turn, John!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6/6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great, John! You\'ve placed the [6|6] on the table as the starting domino.</p>\n<p>Here\'s the layout so far:</p>\n<pre><code>[6|6]\n</code></pre>\n<p>Now it\'s my turn. Let me check my dominoes.</p>\n<h3><strong>My Move:</strong></h3>\n<p>I\'m going to place a [6|3] next to your [6|6]:</p>\n<pre><code>[6|6][6|3]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your dominoes again:</p>\n<ul>\n<li>[3|5]</li>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n<li>[3|3]</li>\n<li>[5|0]</li>\n</ul>\n<p>It\'s your turn, John! What would you like to play?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3|3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move, John! You\'ve placed the [3|3] next to the [6|3]. Here\'s the updated layout:</p>\n<pre><code>[6|6][6|3][3|3]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'m going to place a [3|5] next to your [3|3]:</p>\n<pre><code>[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n<li>[5|0]</li>\n</ul>\n<p>There are open ends of 3 and 5. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 5|0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Good choice, John! You\'ve placed the [5|0] next to the [3|5]. Here\'s the updated layout:</p>\n<pre><code> [0|5]\n [|\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'m going to place a [0|2] next to the [0|5]:</p>\n<pre><code> [0|5][0|2]\n [|\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[6|2]</li>\n<li>[4|0]</li>\n</ul>\n<p>The open ends are 2 and 6. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6|2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice, John! You\'ve placed the [6|2] next to the [6|6]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2]\n [| [2|6]\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'ll place a [2|4] next to your [2|6]:</p>\n<pre><code> [0|5][0|2][2|4]\n [| [2|6]\n[6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here are your remaining dominoes:</p>\n<ul>\n<li>[1|1]</li>\n<li>[4|0]</li>\n</ul>\n<p>The open ends are 0 and 4. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 4|0</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great move, John! You\'ve placed the [4|0] next to the [2|4]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2][2|4][4|0]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>My Turn:</strong></h3>\n<p>I\'ll place a [0|0] next to the [4|0]:</p>\n<pre><code> [0|5][0|2][2|4][4|0][0|0]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<h3><strong>John\'s Turn:</strong></h3>\n<p>Here is your remaining domino:</p>\n<ul>\n<li>[1|1]</li>\n</ul>\n<p>The open ends are 0 and 1. It\'s your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1|1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Excellent, John! You\'ve placed the [1|1] next to the [0|0]. Here’s the updated layout:</p>\n<pre><code> [0|5][0|2][2|4][4|0][0|0][0|1][1|1]\n [| |\n [6|6][6|3][3|3][3|5]\n</code></pre>\n<p>It looks like you\'ve played all your dominoes! Congratulations, John, you are the winner!</p>\n<p>That was a fun game. Would you like to play another round or try a different dominoes game?</p>\n</div><br />','I\'d like to play some dominoes. My name is John.','','inherit','closed','closed','','694-revision-v1','','','2024-07-12 07:27:50','2024-07-12 12:27:50','',694,'http://wp.local/?p=721',0,'revision','',0),(722,1,'2024-07-12 07:28:02','2024-07-12 12:28:02','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi. I\'d like to play some poker. My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great to have you here, John! Let\'s start the game.</p>\n<p>The blinds for this game are $10 for the small blind and $20 for the big blind.</p>\n<p>Player positions:</p>\n<ul>\n<li>Joe: Small Blind ($10)</li>\n<li>Maria: Big Blind ($20)</li>\n<li>Daniel: Under the Gun (first to act after the blinds)</li>\n<li>John: Dealer/Button</li>\n</ul>\n<p>Each player starts with $1000.</p>\n<p>Let\'s deal the hole cards:</p>\n<ul>\n<li><strong>Joe\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>Maria\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>Daniel\'s Hole Cards:</strong> [hidden]</li>\n<li><strong>John\'s Hole Cards:</strong> [hidden, face-up for John]</li>\n</ul>\n<p><strong>John\'s Hole Cards:</strong> ♥9 ♠J</p>\n<p>The pot currently stands at $30 from the blinds.</p>\n<p><strong>Pre-Flop Betting Round:</strong></p>\n<ul>\n<li>Daniel to act first.</li>\n<li>Maria is the big blind, so she has already put in $20.</li>\n</ul>\n<p>Daniel decides to call the big blind ($20).\nJohn, your turn. Would you like to call ($20), raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, John calls the big blind, adding $20 to the pot.</p>\n<p>Joe, the small blind, has already put in $10 and decides to call $10 more to match the big blind.</p>\n<p>Maria, the big blind, checks her option (since no one raised).</p>\n<p>The pot now stands at $80 (10 from Joe, 20 from Maria, 20 from Daniel, and 20 from you).</p>\n<p>Let\'s move on to the flop.</p>\n<p><strong>The Flop:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K</li>\n</ul>\n<p><strong>Post-Flop Betting Round:</strong></p>\n<ul>\n<li>Joe to act first.</li>\n<li>Joe checks.</li>\n<li>Maria checks.</li>\n<li>Daniel bets $40.</li>\n</ul>\n<p>The current pot is $120.</p>\n<p>John, it\'s your turn. Would you like to call ($40), raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls the $40, adding it to the pot.</p>\n<p>Joe and Maria need to decide their actions next.</p>\n<ul>\n<li>Joe calls the $40.</li>\n<li>Maria folds.</li>\n</ul>\n<p>The pot now stands at $240 (including your $40, Joe\'s $40, Daniel\'s $40).</p>\n<p>Let\'s move on to the turn.</p>\n<p><strong>The Turn:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K, ♣9</li>\n</ul>\n<p><strong>Post-Turn Betting Round:</strong></p>\n<ul>\n<li>Joe to act first.</li>\n<li>Joe checks.</li>\n<li>Daniel bets $60.</li>\n</ul>\n<p>John, it\'s your turn. The current pot is $240, and Daniel has bet $60. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> raise to 100</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John raises to $100.</p>\n<p>The action is now back to Joe, who needs to decide whether to call the $100, raise, or fold.</p>\n<ul>\n<li>Joe folds.</li>\n</ul>\n<p>Daniel now needs to decide whether to call the additional $40, raise, or fold.</p>\n<ul>\n<li>Daniel calls the additional $40.</li>\n</ul>\n<p>The pot now stands at $440 (including John\'s $100 and Daniel\'s $100).</p>\n<p>Let\'s move on to the river.</p>\n<p><strong>The River:</strong></p>\n<ul>\n<li>♣2, ♦7, ♠K, ♣9, ♠3</li>\n</ul>\n<p><strong>Post-River Betting Round:</strong></p>\n<ul>\n<li>Daniel to act first.</li>\n<li>Daniel bets $150.</li>\n</ul>\n<p>John, the current pot is $440, and Daniel has bet $150. Would you like to call, raise, or fold?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> call</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>John calls the $150, adding it to the pot.</p>\n<p>The final pot stands at $740.</p>\n<p>It\'s time for the showdown. Let\'s reveal the hands:</p>\n<ul>\n<li><strong>Joe:</strong> Folded on the turn.</li>\n<li><strong>Maria:</strong> Folded on the flop.</li>\n<li><strong>Daniel:</strong> Shows ♠10♠9.</li>\n<li><strong>John:</strong> Shows ♥9 ♠J.</li>\n</ul>\n<p><strong>Community Cards:</strong> ♣2, ♦7, ♠K, ♣9, ♠3</p>\n<p>John, you have a pair of 9s with a Jack kicker.\nDaniel also has a pair of 9s but with a King kicker.</p>\n<p>Unfortunately, Daniel\'s kicker is higher, so Daniel wins the pot with a better pair of 9s, backed by the King kicker.</p>\n<p>Daniel collects the $740 pot.</p>\n<p>Here is the updated chip count:</p>\n<ul>\n<li><strong>Joe:</strong> $950</li>\n<li><strong>Maria:</strong> $980</li>\n<li><strong>Daniel:</strong> $1600</li>\n<li><strong>John:</strong> $850</li>\n</ul>\n<p>Would you like to play another hand, John?</p>\n</div><br />','Hi. I\'d like to play some poker. My name is John.','','inherit','closed','closed','','683-revision-v1','','','2024-07-12 07:28:02','2024-07-12 12:28:02','',683,'http://wp.local/?p=722',0,'revision','',0),(723,1,'2024-07-12 07:28:07','2024-07-12 12:28:07','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first. Here\'s the initial board:</p>\n<pre><code> 1 | 2 | 3\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>I placed my "X" in position 5. Your turn! Place your "O" wherever you\'d like by specifying the number of the square.</p>\n<pre><code> 1 | 2 | 3\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Where would you like to put your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! Here\'s the updated board:</p>\n<pre><code> 1 | 2 | O\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Now it\'s my turn. I\'ll place my "X" in position 1.</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n 7 | 8 | 9\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 9</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move! Here\'s the updated board:</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n 7 | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in position 7.</p>\n<pre><code> X | 2 | O\n 4 | X | 6\n X | 8 | O\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here\'s the updated board after your move:</p>\n<pre><code> X | 2 | O\n 4 | X | O\n X | 8 | O\n</code></pre>\n<p>Now it\'s my turn. I\'ll place my "X" in position 2.</p>\n<pre><code> X | X | O\n 4 | X | O\n X | 8 | O\n</code></pre>\n<p>Your turn! Where would you like to place your "O"?</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> did I win already?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You’re right, John! You won already with the following line of Os:</p>\n<ul>\n<li>Position 3</li>\n<li>Position 6</li>\n<li>Position 9</li>\n</ul>\n<p>Congratulations!</p>\n<p>Would you like to play another game? This time, you can go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','inherit','closed','closed','','682-revision-v1','','','2024-07-12 07:28:07','2024-07-12 12:28:07','',682,'http://wp.local/?p=723',0,'revision','',0),(724,1,'2024-07-12 07:28:12','2024-07-12 12:28:12','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first.</p>\n<p>Here’s the initial board:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | 5 | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll place my "X" in the center square (5).</p>\n<p>Current board:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! I\'ll put your "O" in the 3rd square.</p>\n<p>Current board:</p>\n<pre><code>1 | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll place my next "X" in the 1st square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 9</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Got it! I\'ll put your "O" in the 9th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\n7 | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in the 7th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | 6\n---------\nX | 8 | O\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 6</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Alright, I\'ll put your "O" in the 6th square.</p>\n<p>Current board:</p>\n<pre><code>X | 2 | O\n---------\n4 | X | O\n---------\nX | 8 | O\n</code></pre>\n<p>I\'ll place my "X" in the 2nd square.</p>\n<p>Current board:</p>\n<pre><code>X | X | O\n---------\n4 | X | O\n---------\nX | 8 | O\n</code></pre>\n<p>Your turn! Pick a square for your "O".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Didn\'t I win after my last move?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You\'re right! I apologize for the oversight. You won because you had:</p>\n<pre><code>3 | 6 | 9\nO | O | O\n</code></pre>\n<p>Congratulations, John! You won this game. Would you like to play another round? This time, you can go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','inherit','closed','closed','','681-revision-v1','','','2024-07-12 07:28:12','2024-07-12 12:28:12','',681,'http://wp.local/?p=724',0,'revision','',0),(725,1,'2024-07-12 07:28:16','2024-07-12 12:28:16','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Hi! Want to play tic tac toe? My name is John.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Hi John! I\'d love to play tic tac toe with you. I\'ll go first.</p>\n<p>Here\'s the empty board for reference:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | 5 | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll mark the center square with an "X".</p>\n<pre><code>1 | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your turn! Mark your square with a "Y".</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 1</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice, John! Here\'s the updated board:</p>\n<pre><code>Y | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Now it\'s my turn. I\'ll go with square 9.</p>\n<pre><code>Y | 2 | 3\n---------\n4 | X | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>Your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move! Here\'s the updated board:</p>\n<pre><code>Y | 2 | Y\n---------\n4 | X | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>I\'ll pick square 7.</p>\n<pre><code>Y | 2 | Y\n---------\n4 | X | 6\n---------\nX | 8 | X\n</code></pre>\n<p>Your turn!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 2</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here’s the board after your move:</p>\n<pre><code>Y | Y | Y\n---------\n4 | X | 6\n---------\nX | 8 | X\n</code></pre>\n<p>It looks like you’ve won, John! Great job!</p>\n<p>Do you want to play again? This time, you can go first.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'ll go in the middle</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Great choice! Here\'s the board with your move:</p>\n<pre><code>1 | 2 | 3\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll go with square 1.</p>\n<pre><code>X | 2 | 3\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>Your move!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 3</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Nice move, John! Here\'s the updated board:</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\n7 | 8 | 9\n</code></pre>\n<p>I\'ll pick square 9.</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\n7 | 8 | X\n</code></pre>\n<p>Your turn!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> 7</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Here\'s the updated board after your move:</p>\n<pre><code>X | 2 | Y\n---------\n4 | Y | 6\n---------\nY | 8 | X\n</code></pre>\n<p>I\'ll go with square 2.</p>\n<pre><code>X | X | Y\n---------\n4 | Y | 6\n---------\nY | 8 | X\n</code></pre>\n<p>Your move, John!</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> i have 3 in a row, right?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>You’re absolutely right, John! You have a vertical line of "Y"s in the center column. The winning line is:</p>\n<pre><code>4 | Y | 6\n---------\nY | Y | Y\n---------\n8 | Y | X\n</code></pre>\n<p>Congratulations on your win! Do you want to play another game? This time I’ll go first.</p>\n</div><br />','Hi! Want to play tic tac toe? My name is John.','','inherit','closed','closed','','680-revision-v1','','','2024-07-12 07:28:16','2024-07-12 12:28:16','',680,'http://wp.local/?p=725',0,'revision','',0),(726,1,'2024-07-12 07:30:43','2024-07-12 12:30:43','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two demo videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video. I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio level is a bit too low. I put some time into the subtitles. if you want to use the subtitles, turn on closed captions in the video player.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI FrameworkNa','','inherit','closed','closed','','662-revision-v1','','','2024-07-12 07:30:43','2024-07-12 12:30:43','',662,'http://wp.local/?p=726',0,'revision','',0),(727,1,'2024-07-12 07:50:22','2024-07-12 12:50:22','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> What aspect ratio should i make a video if i\'m going to upload it to youtube?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>For uploading videos to YouTube, the recommended aspect ratio is 16:9. This is the standard aspect ratio for most displays, including desktop monitors, laptops, TVs, and smartphones in landscape orientation. Using a 16:9 aspect ratio ensures that your video fully utilizes the screen space on most devices without unnecessary black bars on the sides or top and bottom of the video.</p>\n<p>If you upload a video with a different aspect ratio, YouTube will automatically frame it to fit a 16:9 player, which might result in black bars padding the video. This doesn\'t affect the video\'s quality, but it may affect viewer experience.</p>\n<p>Here’s a brief overview of video resolutions and their corresponding aspect ratios that are commonly used for YouTube:</p>\n<ul>\n<li><strong>2160p (4K Ultra HD):</strong> 3840 x 2160</li>\n<li><strong>1440p (2K Ultra HD):</strong> 2560 x 1440</li>\n<li><strong>1080p (Full HD):</strong> 1920 x 1080</li>\n<li><strong>720p (HD):</strong> 1280 x 720</li>\n</ul>\n<p>All of the above resolutions are in the 16:9 aspect ratio. If you\'re creating content that\'s meant to be displayed in a square (1:1) or vertical (9:16) format, like for mobile users, you\'ll want to ensure it\'s edited and framed in a way that looks good when played back on devices that primarily use a 16:9 display or within platforms that support these different formats. YouTube does support vertical videos, but remember that most people will be watching in a landscape-oriented player, so 16:9 is generally the safest bet for broad compatibility and appeal.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\'m on mac os and I\'m using the quicktime player to record my screen. How do I set my screen to be a 16:9 ratio? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Ensuring your screen recording has a 16:9 aspect ratio using QuickTime Player on macOS involves a couple of steps, as QuickTime itself doesn\'t offer explicit aspect ratio settings for screen recording. The process primarily depends on setting your display resolution to a 16:9 resolution before recording. Here’s how you can do it:</p>\n<h3>1. Choose a 16:9 Resolution</h3>\n<p>First, you need to set your display to a 16:9 resolution. Common resolutions with this aspect ratio include 1920x1080 (1080p) and 1280x720 (720p).</p>\n<h3>How to Change Display Resolution</h3>\n<ol>\n<li>\n<p><strong>Open System Preferences:</strong> Click on the Apple logo in the top-left corner of your screen and select “System Preferences.”</p>\n</li>\n<li>\n<p><strong>Go to Displays:</strong> Find and click on “Displays.” This will open the display settings for your Mac.</p>\n</li>\n<li>\n<p><strong>Switch to Scaled Resolution:</strong> By default, you\'ll see the “Display” tab. While holding down the “Option” key on your keyboard, click on “Scaled” to reveal additional resolution options. If you don’t hold down “Option,” macOS will only show you the recommended resolutions.</p>\n</li>\n<li>\n<p><strong>Select a 16:9 Resolution:</strong> Choose a resolution that has a 16:9 aspect ratio like 1920x1080 or 1280x720. If you\'re unsure whether a resolution is 16:9, you can quickly calculate it by dividing the width by the height (for example, 1920 ÷ 1080 = 1.7778, which rounds to 16:9).</p>\n</li>\n</ol>\n<h3>2. Record Your Screen with QuickTime Player</h3>\n<p>Once you’ve set your display to a 16:9 resolution, you can proceed to record your screen with QuickTime Player.</p>\n<ol>\n<li>\n<p><strong>Open QuickTime Player:</strong> You can find it in your Applications folder or search for it using Spotlight (Command+Space and start typing “QuickTime Player”).</p>\n</li>\n<li>\n<p><strong>Start a New Screen Recording:</strong> Go to the menu bar, click on “File,” and select “New Screen Recording.” If you\'re using macOS Mojave or later, a screen recording tool will open. For older versions of macOS, a small recording window will appear.</p>\n</li>\n<li>\n<p><strong>Select Recording Area:</strong> You can record the whole screen or drag to select a specific area. If you’ve set your resolution to 16:9, recording the full screen will naturally capture the video in 16:9.</p>\n</li>\n<li>\n<p><strong>Record:</strong> Click on the record button. If you’ve chosen to select an area, you’ll need to click to start recording after selecting your area.</p>\n</li>\n<li>\n<p><strong>Stop Recording:</strong> Click the stop button in the menu bar (or the Touch Bar if your Mac has one) to stop recording.</p>\n</li>\n</ol>\n<p>After stopping, QuickTime Player will automatically open the recorded video. You can then save your video file.</p>\n<p>By ensuring your display is set to a 16:9 resolution before recording, your video should naturally be in the 16:9 aspect ratio, making it ideal for uploading to platforms like YouTube.</p>\n</div><br />','What aspect ratio should i make a video if i\'m going to upload it to youtube?','','inherit','closed','closed','','513-revision-v1','','','2024-07-12 07:50:22','2024-07-12 12:50:22','',513,'http://wp.local/?p=727',0,'revision','',0),(728,1,'2024-07-12 07:51:35','2024-07-12 12:51:35','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I\"m using canvas to draw an image. When the canvas is resized, how do I scale up or down the contents of the canvas? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>When you\'re dealing with scaling the contents of a canvas in HTML5 as it\'s resized, you\'ll want to approach this by redrawing the content at a scale proportional to the new size of the canvas. Here\'s a step-by-step guide on how to achieve this:</p>\n<h3>1. Capture the Original Dimensions and State</h3>\n<p>First, you need to have the original dimensions and possibly the state of the canvas contents if the drawing depends on user interaction or dynamic data.</p>\n<pre><code class=\"language-javascript\">// Assume these are the original dimensions\nconst originalWidth = 800;\nconst originalHeight = 600;\n</code></pre>\n<h3>2. Listen to Resize Event</h3>\n<p>You should listen for resize events if you want to scale the canvas dynamically whenever the container or window size changes.</p>\n<pre><code class=\"language-javascript\">// This could be window or a specific element that encapsulates your canvas\nwindow.addEventListener(\'resize\', resizeCanvas, false);\n</code></pre>\n<h3>3. Calculate Scale Factors</h3>\n<p>When resizing, calculate the scale factors for both width and height. This will help you scale your drawing proportionally.</p>\n<pre><code class=\"language-javascript\">function resizeCanvas() {\n const scaleWidth = canvas.offsetWidth / originalWidth;\n const scaleHeight = canvas.offsetHeight / originalHeight;\n\n // You can choose to maintain aspect ratio or not\n // One way to maintain aspect ratio is to use the same scale for both dimensions\n const scale = Math.min(scaleWidth, scaleHeight);\n\n // Adjust canvas drawing size\n canvas.width = originalWidth * scale;\n canvas.height = originalHeight * scale;\n\n // Now redraw the canvas content using the calculated scale\n redrawCanvas(scale);\n}\n</code></pre>\n<h3>4. Redrawing the Canvas Content</h3>\n<p>When redrawing the content, apply the scale to all dimensions and positions within your drawing logic.</p>\n<pre><code class=\"language-javascript\">function redrawCanvas(scale) {\n const ctx = canvas.getContext(\'2d\');\n \n // Clear the canvas\n ctx.clearRect(0, 0, canvas.width, canvas.height);\n\n // Apply scaling\n ctx.scale(scale, scale);\n\n // Redraw your canvas content here\n // Example: ctx.drawImage(img, x, y, width, height);\n // Make sure x, y, width, and height are your original drawing dimensions,\n // the scale will be applied automatically.\n \n // Reset scale if you\'re going to draw something else without the scaling after this\n ctx.setTransform(1, 0, 0, 1, 0, 0);\n}\n</code></pre>\n<h3>Important Notes</h3>\n<ul>\n<li>Always clear your canvas before redrawing. This prevents previous drawings from affecting the new ones.</li>\n<li>When scaling texts, you might need to adjust the font size proportionally to the scale factor.</li>\n<li>If your canvas content relies on mouse interactions, remember to scale mouse coordinates accordingly.</li>\n<li>Consider using CSS for simple scaling if you don\'t need to redraw based on the new size. CSS scaling will affect how the canvas is displayed but not its drawing buffer resolution.</li>\n</ul>\n<p>This approach ensures that your canvas contents scale up or down proportionally according to the new canvas dimensions.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> How can i get whatever is currently drawn on the canvas and redraw that on the resized canvas?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>If you\'re looking to get whatever is currently drawn on a canvas and then redraw it on the resized canvas maintaining its visual properties, you can achieve this by saving the canvas\'s current state as an image and then drawing that image back onto the canvas after it has been resized. Here\'s a step-by-step process:</p>\n<h3>1. Store the Canvas Content</h3>\n<p>First, convert the current canvas content to an image. This can be done by exporting the canvas content to a data URL and then creating an image object from that data URL.</p>\n<pre><code class=\"language-javascript\">function getCanvasContentAsImage(canvas) {\n const dataUrl = canvas.toDataURL(); // This captures the current state as an image\n const img = new Image();\n img.src = dataUrl;\n return img;\n}\n</code></pre>\n<h3>2. Listen to Resize Events</h3>\n<p>You need to capture resize events so you can react whenever the canvas\'s size changes. This might be when the window is resized if your canvas size is dependent on the viewport size.</p>\n<pre><code class=\"language-javascript\">window.addEventListener(\'resize\', () => {\n resizeCanvasContent(canvas);\n}, false);\n</code></pre>\n<h3>3. Resize the Canvas and Redraw the Content</h3>\n<p>When resizing the canvas, first, capture the content as an image, then adjust the canvas dimensions as needed. Finally, redraw the previously captured image onto the canvas.</p>\n<pre><code class=\"language-javascript\">function resizeCanvasContent(canvas) {\n // First, capture the existing canvas content\n const contentImage = getCanvasContentAsImage(canvas);\n \n // Here\'s where you resize your canvas dimensions\n // This could depend on various factors, like window size or parent container size\n // Example: \n // canvas.width = window.innerWidth;\n // canvas.height = window.innerHeight;\n\n // Since loading an image is an asynchronous operation\n contentImage.onload = () => {\n // Getting canvas context\n const ctx = canvas.getContext(\'2d\');\n // Clear the canvas in case the new dimensions are smaller\n ctx.clearRect(0, 0, canvas.width, canvas.height);\n // Draw the image - this image is what the canvas had before resizing\n ctx.drawImage(contentImage, 0, 0, canvas.width, canvas.height);\n };\n}\n</code></pre>\n<h3>Important Notes</h3>\n<ul>\n<li>This method essentially "rasterizes" all canvas content, meaning if you had vector drawings or texts, they are now part of a bitmap image. This could result in loss of quality if you scale up significantly.</li>\n<li>If resizing can happen frequently (e.g., during window resizing), it\'s wise to debounce the <code>resizeCanvasContent</code> call to avoid performance issues.</li>\n<li>Be mindful of the canvas\'s aspect ratio. This approach scales content to fit new dimensions, which might not always be desirable. You might need additional logic if you\'re trying to maintain aspect ratios or scale contents uniformly.</li>\n</ul>\n<p>This approach allows you to dynamically resize the canvas while keeping its content visually consistent with the pre-resized state.</p>\n</div><br />','I\"m using canvas to draw an image. When the canvas is resized, how do I scale up or down the contents of the canvas?','','inherit','closed','closed','','443-revision-v1','','','2024-07-12 07:51:35','2024-07-12 12:51:35','',443,'http://wp.local/?p=728',0,'revision','',0),(729,1,'2024-07-12 07:51:43','2024-07-12 12:51:43','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Is there a way to format strings in javascript that words like python f-strings?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>In JavaScript, while there isn\'t a direct equivalent to Python\'s f-strings, you can achieve similar functionality for string formatting and interpolation using template literals. Template literals allow you to incorporate expressions inside string literals. You can do this by using backticks (<code>`</code>) instead of quotes and inserting expressions inside <code>${expression}</code> placeholders. This feature has been a part of JavaScript since ECMAScript 2015 (ES6).</p>\n<p>Here is a basic example to demonstrate how to use them:</p>\n<pre><code class=\"language-javascript\">const name = "John";\nconst age = 30;\nconst message = `My name is ${name} and I am ${age} years old.`;\n\nconsole.log(message); // Output: My name is John and I am 30 years old.\n</code></pre>\n<p>As you can see, this is quite similar to Python\'s f-strings in terms of readability and ease of use. You can also use template literals for multi-line strings without needing to use the newline character (<code>\\n</code>), and you can include expressions, such as arithmetic operations or function calls, within the placeholders:</p>\n<pre><code class=\"language-javascript\">function double(number) {\n return number * 2;\n}\n\nconst number = 5;\nconst result = `The double of ${number} is ${double(number)}.`;\n\nconsole.log(result); // Output: The double of 5 is 10.\n</code></pre>\n<p>This feature significantly improves string manipulation and generation, making the code cleaner and easier to read.</p>\n</div><br />','Is there a way to format strings in javascript that words like python f-strings?','','inherit','closed','closed','','442-revision-v1','','','2024-07-12 07:51:43','2024-07-12 12:51:43','',442,'http://wp.local/?p=729',0,'revision','',0),(730,1,'2024-07-12 07:51:51','2024-07-12 12:51:51','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I need to put 4 images in a row using flexbox. I don\'t want them to wrap. The images are all square and should take up an equal amount of space.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To place four square images in a row without wrapping, and ensuring they all take up equal space, you can use Flexbox in CSS. Assuming each image is contained in an element (for example, a <code>div</code>), you would style the container of these elements to display as a flex container, and then make sure each child takes up an equal amount of space. Here\'s how you can do it:</p>\n<h3>HTML</h3>\n<pre><code class=\"language-html\"><div class="image-row">\n <div class="image"><img src="image1.jpg" alt="Image 1"></div>\n <div class="image"><img src="image2.jpg" alt="Image 2"></div>\n <div class="image"><img src="image3.jpg" alt="Image 3"></div>\n <div class="image"><img src="image4.jpg" alt="Image 4"></div>\n</div>\n</code></pre>\n<h3>CSS</h3>\n<pre><code class=\"language-css\">.image-row {\n display: flex; /* Makes the container a flexbox */\n justify-content: space-between; /* This is optional, depending on how you want to space them */\n}\n\n.image {\n flex: 1; /* Makes each item flex and take up equal space */\n max-width: 25%; /* Optional, ensures that each item takes no more than 25% of the container\'s width */\n}\n\n.image img {\n width: 100%; /* Makes the image fill the container */\n height: auto; /* Keeps the aspect ratio of the images intact */\n display: block; /* Removes extra space below the image */\n}\n</code></pre>\n<h3>Notes:</h3>\n<ul>\n<li>The flex container is <code>.image-row</code>, and its direct children (<code>.image</code> divs) are the flex items.</li>\n<li>Setting <code>display: flex;</code> on the <code>.image-row</code> makes it a flex container.</li>\n<li>With <code>flex: 1;</code> on each <code>.image</code>, we\'re telling each image to take up an equal amount of space within the flex container.</li>\n<li><code>max-width: 25%;</code> is optional. It might be useful if your images have different intrinsic sizes or if you want to make sure they do not grow beyond a certain point. However, with just <code>flex: 1;</code>, each flex item should already take an equal amount of space.</li>\n<li>Setting <code>width: 100%;</code> and <code>height: auto;</code> on the images ensures they scale correctly while maintaining their aspect ratio.</li>\n</ul>\n<p>This setup will show the images in a row, each taking up exactly 1/4th of the available space in their container, side by side, without wrapping. If you do not want any space between the images, ensure your <code>.image-row</code> does not have padding, and the <code>.image</code> elements do not have margins, or adjust as needed depending on your design requirements.</p>\n</div><br />','I need to put 4 images in a row using flexbox. I don\'t want them to wrap. The images are all square and should take up an equa','','inherit','closed','closed','','441-revision-v1','','','2024-07-12 07:51:51','2024-07-12 12:51:51','',441,'http://wp.local/?p=730',0,'revision','',0),(731,1,'2024-07-12 07:52:08','2024-07-12 12:52:08','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> If I’m acting as an individual, can I creating a binding NDA (non disclosure agreement) with a corporation in the US?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, as an individual, you can create a binding Non-Disclosure Agreement (NDA) with a corporation in the United States. An NDA is a legal contract that stipulates how sensitive information is to be handled between parties. As long as both parties (you, as an individual, and the corporation) agree to the terms and sign the document, and the agreement adheres to the legal requirements for contract formation, it can be enforceable.</p>\n<p>Here are a few key points to consider when creating an NDA with a corporation:</p>\n<ol>\n<li>\n<p><strong>Mutuality:</strong> Decide whether the NDA is unilateral (one party discloses information while the other party keeps it confidential) or mutual (both parties share confidential information with each other). In transactions with corporations, either form could be appropriate depending on the circumstances.</p>\n</li>\n<li>\n<p><strong>Define Confidential Information:</strong> Clearly define what constitutes confidential information within the agreement. This can include but is not limited to trade secrets, business plans, technical processes, and client information.</p>\n</li>\n<li>\n<p><strong>Obligations and Exceptions:</strong> The NDA should specify the obligations of the receiving party regarding the handling of confidential information. Additionally, it should outline exceptions to what is considered confidential, such as information already publicly known or received from another source without restriction.</p>\n</li>\n<li>\n<p><strong>Term:</strong> The agreement should state the duration for which the confidentiality obligations exist. This can vary based on the nature of the information and the agreement between the parties.</p>\n</li>\n<li>\n<p><strong>Jurisdiction:</strong> It is important to include a clause that specifies the governing law (which state\'s laws govern the agreement) and how disputes will be resolved.</p>\n</li>\n<li>\n<p><strong>Enforcement and Remedies:</strong> Outline the consequences of breaching the NDA. This may include provisions for injunctive relief (a court order to stop doing something) and possibly damages.</p>\n</li>\n<li>\n<p><strong>Signatures:</strong> For the NDA to be binding, it must be signed by authorized representatives of both parties. In your case, you can sign as an individual, and the corporation would likely have an officer or authorized agent sign.</p>\n</li>\n</ol>\n<p>Before proceeding, it\'s highly advisable to consult with a legal professional who can help tailor the agreement to your specific needs and ensure that it is enforceable under the relevant state and federal laws. Legal requirements can vary by jurisdiction, and a well-drafted NDA can provide stronger protection and clarity for both parties involved.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Can you help me create an NDA for my software? I live in Texas, and I want a mutually confidentiality.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure, I can provide you with a general structure for a Mutual Non-Disclosure Agreement (NDA) focused on software. However, please note that this example should not replace professional legal advice. Laws vary by jurisdiction, and it\'s critical to consult with a legal professional, especially to ensure that the agreement is tailored to meet your specific needs and is enforceable under Texas law. This example is for instructional purposes only and might need modifications to suit your particular situation.</p>\n<hr>\n<p><strong>MUTUAL NON-DISCLOSURE AGREEMENT</strong></p>\n<p>This Mutual Non-Disclosure Agreement ("Agreement") is entered into as of [Date] by and between [Your Name], an individual residing at [Your Address] ("Disclosing Party A"), and [Company Name], a corporation organized and existing under the laws of [State], with its principal place of business at [Company Address] ("Disclosing Party B").</p>\n<p><strong>1. Purpose</strong></p>\n<p>The parties intend to engage in discussions regarding the development, testing, and evaluation of [Your Software Name] ("Purpose"). In connection with these discussions, each party may disclose certain confidential and proprietary information to the other.</p>\n<p><strong>2. Definition of Confidential Information</strong></p>\n<p>For the purposes of this Agreement, "Confidential Information" shall include all information, regardless of whether it is in tangible form, disclosed by either party that is designated as confidential or that, under the circumstances surrounding disclosure, ought to be treated as confidential. Confidential Information includes, without limitation, computer programs, code, algorithms, know-how, formulas, processes, ideas, inventions (whether patentable or not), and all other business, technical, and financial information.</p>\n<p><strong>3. Exclusions from Confidential Information</strong></p>\n<p>Confidential Information does not include information that: (a) is or becomes publicly known through no breach of this Agreement by the receiving party; (b) is received from a third party without restriction and without breach of this Agreement; (c) was independently developed by the receiving party without use of the disclosing party’s Confidential Information; or (d) is required to be disclosed by law, provided that the receiving party gives the disclosing party prompt written notice of such requirement.</p>\n<p><strong>4. Obligations of Confidentiality</strong></p>\n<p>The parties agree as follows:\na. To use the Confidential Information solely for the Purpose described above;\nb. To maintain the Confidential Information in strict confidence and to take all reasonable precautions against unauthorized disclosure of the Confidential Information;\nc. Not to disclose the Confidential Information to any third party, except to employees, agents, or consultants who are bound by obligations of confidentiality and have a need to know such information in connection with the Purpose;\nd. To return or destroy all Confidential Information upon request or upon termination of this Agreement.</p>\n<p><strong>5. Term</strong></p>\n<p>This Agreement shall commence on the Effective Date and shall continue in effect for a period of [X years] unless otherwise terminated by either party upon [X days\'] written notice.</p>\n<p><strong>6. General Provisions</strong></p>\n<p>a. <strong>Governing Law:</strong> This Agreement shall be governed by and construed in accordance with the laws of the State of Texas, without regard to its conflict of law principles.\nb. <strong>Entire Agreement:</strong> This Agreement constitutes the entire agreement between the parties concerning its subject matter and supersedes all prior agreements.\nc. <strong>Amendment:</strong> Any amendment to this Agreement must be in writing and signed by both parties.\nd. <strong>Severability:</strong> If any provision of this Agreement is found to be unenforceable, the remainder of the Agreement will continue in full force and effect.</p>\n<p><strong>IN WITNESS WHEREOF</strong>, the parties have executed this Agreement as of the Effective Date.</p>\n<p>[Your Signature] ______________________ [Date]</p>\n<p>[Your Name]</p>\n<p>[Company Representative Signature] ______________________ [Date]</p>\n<p>[Name & Title of Company Representative]</p>\n<hr>\n<p>Again, it\'s crucial to have this document or any legal document reviewed by a lawyer before using it to ensure it meets your needs and complies with local laws and regulations.</p>\n</div><br />','If I’m acting as an individual, can I creating a binding NDA (non disclosure agreement) with a corporation in the US?','','inherit','closed','closed','','433-revision-v1','','','2024-07-12 07:52:08','2024-07-12 12:52:08','',433,'http://wp.local/?p=731',0,'revision','',0),(732,1,'2024-07-12 07:52:17','2024-07-12 12:52:17','<div class=\"chat-message\"><strong>John:</strong> what is the allowSyntheticDefaultImports in angular?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In the context of Angular development, or TypeScript-based projects in general, the `allowSyntheticDefaultImports` option within a TypeScript configuration file (`tsconfig.json`) is crucial for controlling how module imports are handled, particularly in relation to allowing default imports from modules that do not explicitly export a default member. This setting does not directly alter the emitted JavaScript code but impacts type checking and how TypeScript interprets the import statements.<br><br>### What does `allowSyntheticDefaultImports` do?<br><br>When you set `allowSyntheticDefaultImports` to `true`, it allows you to use a default import syntax from modules that don’t have a default export. This is particularly useful when working with modules written in CommonJS style, where a module might export an object or a function directly rather than using the ES Module `export default` syntax. <br><br>### Example without `allowSyntheticDefaultImports`:<br><br>Consider a CommonJS module `someLibrary.js` that does not use ES Module syntax and exports an object.<br><br><div class=\"code-block javascript\"><pre><code>// someLibrary.js<br>module.exports = {<br> someFunction: function() {<br> // Some functionality<br> }<br>};<br></code></pre></div>In a TypeScript file, without `allowSyntheticDefaultImports` set to `true`, importing the above using default import syntax like:<br><br><div class=\"code-block typescript\"><pre><code>import SomeLibrary from './someLibrary';<br></code></pre></div>would result in a compilation error, because the module does not explicitly export a `default` member.<br><br>### Example with `allowSyntheticDefaultImports` set to `true`:<br><br>If `allowSyntheticDefaultImports` is enabled, the TypeScript compiler allows the above import statement, even though the module does not explicitly define a default export. TypeScript understands this import as a syntactic sugar and treats the entire module export as the default export.<br><br>### Configuration:<br><br>In your `tsconfig.json`, you can set it like this:<br><br><div class=\"code-block json\"><pre><code>{<br> "compilerOptions": {<br> "allowSyntheticDefaultImports": true<br> // other options...<br> }<br>}<br></code></pre></div>### Why is it useful in Angular?<br><br>Angular applications are developed using TypeScript and often rely on numerous third-party modules, some of which are not written as ES modules but still widely used. Setting `allowSyntheticDefaultImports` to `true` helps smooth out module importation discrepancies, allowing developers to use a consistent import syntax across the application. It helps when interfacing with libraries that are not fully compatible with ES6/ES2015 module standards, essentially providing more flexibility and reducing potential headaches with module imports.<br><br>In summary, `allowSyntheticDefaultImports` offers a way to write import statements in a more uniform and cleaner manner, especially when working with a mix of ES modules and CommonJS/AMD-style modules, by allowing default imports from any module.</div><br />','what is the allowSyntheticDefaultImports in angular?','','inherit','closed','closed','','420-revision-v1','','','2024-07-12 07:52:17','2024-07-12 12:52:17','',420,'http://wp.local/?p=732',0,'revision','',0),(733,1,'2024-07-12 07:52:36','2024-07-12 12:52:36','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> put some sample data in a table.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Here\'s a simple table with sample data. Let\'s assume this data represents a list of books, including their ID number, Title, Author, and Year Published.</p>\n<table>\n<thead>\n<tr>\n<th><strong>ID</strong></th>\n<th><strong>Title</strong></th>\n<th><strong>Author</strong></th>\n<th><strong>Year Published</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>The Great Gatsby</td>\n<td>F. Scott Fitzgerald</td>\n<td>1925</td>\n</tr>\n<tr>\n<td>2</td>\n<td>To Kill a Mockingbird</td>\n<td>Harper Lee</td>\n<td>1960</td>\n</tr>\n<tr>\n<td>3</td>\n<td>1984</td>\n<td>George Orwell</td>\n<td>1949</td>\n</tr>\n<tr>\n<td>4</td>\n<td>Pride and Prejudice</td>\n<td>Jane Austen</td>\n<td>1813</td>\n</tr>\n<tr>\n<td>5</td>\n<td>The Catcher in the Rye</td>\n<td>J.D. Salinger</td>\n<td>1951</td>\n</tr>\n<tr>\n<td>6</td>\n<td>Moby-Dick</td>\n<td>Herman Melville</td>\n<td>1851</td>\n</tr>\n<tr>\n<td>7</td>\n<td>One Hundred Years of Solitude</td>\n<td>Gabriel Garcia Marquez</td>\n<td>1967</td>\n</tr>\n<tr>\n<td>8</td>\n<td>War and Peace</td>\n<td>Leo Tolstoy</td>\n<td>1869</td>\n</tr>\n<tr>\n<td>9</td>\n<td>The Lord of the Rings</td>\n<td>J.R.R. Tolkien</td>\n<td>1954</td>\n</tr>\n<tr>\n<td>10</td>\n<td>The Alchemist</td>\n<td>Paulo Coelho</td>\n<td>1988</td>\n</tr>\n</tbody>\n</table>\n<p>This table provides a straightforward structure to display the data in an organized manner, useful for quick reference or analysis.</p>\n</div><br />','put some sample data in a table.','','inherit','closed','closed','','431-revision-v1','','','2024-07-12 07:52:36','2024-07-12 12:52:36','',431,'http://wp.local/?p=733',0,'revision','',0),(734,1,'2024-07-12 07:52:41','2024-07-12 12:52:41','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> write a block of code</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! Below is a simple Python code block that defines a function to calculate the factorial of a given number using recursion. This function takes a single argument, <code>n</code>, and returns the factorial of <code>n</code>.</p>\n<pre><code class=\"language-python\">def factorial(n):\n if n == 0 or n == 1:\n return 1\n else:\n return n * factorial(n-1)\n\n# Usage example\nnumber = 5\nprint(f"The factorial of {number} is {factorial(number)}")\n</code></pre>\n<p>In this code snippet, the <code>factorial</code> function calculates the product of all positive integers up to <code>n</code>. For instance, <code>factorial(5)</code> would compute <code>5 * 4 * 3 * 2 * 1</code>, which equals <code>120</code>. This example showcases a basic recursion pattern, a common technique in programming for solving problems that can be divided into simpler, similar subproblems.</p>\n</div><br />','write a block of code','','inherit','closed','closed','','430-revision-v1','','','2024-07-12 07:52:41','2024-07-12 12:52:41','',430,'http://wp.local/?p=734',0,'revision','',0),(735,1,'2024-07-12 07:52:50','2024-07-12 12:52:50','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br /><div class=\"chat-message\"><strong>John:</strong> Show me a simple example in Angular.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Integrating markdown-it with an Angular application involves a few steps. You'll need to install markdown-it, set it up in your Angular component, and use it to render Markdown content as HTML. Below is a simplified example to guide you through this process.<br><br>### Step 1: Install markdown-it<br><br>First, you need to add markdown-it to your project. Open your terminal, navigate to your project's root, and run:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>### Step 2: Update Your Angular Component<br><br>In this step, you'll import markdown-it into your Angular component, initialize it, and use it to convert Markdown content into HTML.<br><br>#### Create or Update an Angular Component<br><br>For demonstration purposes, let's assume you're working with a component named `MarkdownRendererComponent`. You'll use markdown-it within this component to render some Markdown content.<br><br>##### markdown-renderer.component.ts<br><br><div class=\"code-block typescript\"><pre><code>import { Component, OnInit } from '@angular/core';<br>import MarkdownIt from 'markdown-it';<br><br>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>In this component:<br>- We import `MarkdownIt` from 'markdown-it'.<br>- `markdown` variable contains a sample Markdown string to be rendered.<br>- We use `md.render(this.markdown)` to convert our Markdown content to HTML, which we then bind to `htmlContent`.<br><br>##### markdown-renderer.component.html<br><br>Now, let's create or update the HTML template to display the rendered HTML content safely.<br><br><div class=\"code-block html\"><pre><code><div [innerHTML]="htmlContent"></div><br></code></pre></div>Here, we use Angular's `[innerHTML]` binding to inject our rendered HTML content into the template. This is a basic example; remember to sanitize your HTML content to prevent XSS vulnerabilities if you're rendering user-provided content.<br><br>### Step 3: Add Your Component to a Module<br><br>Ensure your new component is declared in an Angular module (e.g., `AppModule`), so Angular knows about it.<br><br>##### app.module.ts (simplified)<br><br><div class=\"code-block typescript\"><pre><code>import { BrowserModule } from '@angular/platform-browser';<br>import { NgModule } from '@angular/core';<br><br>import { AppComponent } from './app.component';<br>import { MarkdownRendererComponent } from './markdown-renderer/markdown-renderer.component';<br><br>@NgModule({<br> declarations: [<br> AppComponent,<br> MarkdownRendererComponent<br> ],<br> imports: [<br> BrowserModule<br> ],<br> providers: [],<br> bootstrap: [AppComponent]<br>})<br>export class AppModule { }<br></code></pre></div>### Step 4: Run Your Angular Application<br><br>Make sure everything is set up correctly, and then run your Angular application:<br><br><div class=\"code-block bash\"><pre><code>ng serve<br></code></pre></div>Navigate to the component's location in your application to see the Markdown rendered as HTML.<br><br>This is a simplified example to get you started with markdown-it in Angular. Depending on your requirements, you might want to extend this with additional features such as live Markdown editing, using markdown-it plugins, or properly sanitizing the HTML content.</div><br /><div class=\"chat-message\"><strong>John:</strong> I\'m having trouble with the constructor for creating a new Markdown. Double check the import for markdown and also how it is created.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> If you're encountering issues with the constructor for creating a new MarkdownIt instance, it's possible there may have been a misunderstanding in how markdown-it is imported and used within an Angular (or generally, a TypeScript) environment. Let's clarify and correct that.<br><br>The issue could stem from a default import not behaving as expected, especially if the TypeScript compiler settings or the module resolution method differ from the expected setup. <br><br>### Correcting the Import and Instance Creation<br><br>First, ensure you have markdown-it installed:<br><br><div class=\"code-block bash\"><pre><code>npm install markdown-it --save<br></code></pre></div>Then, try adjusting your import statement like this in your Angular component:<br><br>#### Adjusted Import:<br><br><div class=\"code-block typescript\"><pre><code>import * as MarkdownIt from 'markdown-it';<br></code></pre></div>Or, for certain setups, the following might be more appropriate:<br><br><div class=\"code-block typescript\"><pre><code>import MarkdownIt from 'markdown-it';<br></code></pre></div>### Usage in Component:<br><br>Now, when creating an instance of `MarkdownIt`, you should be able to do so without issues:<br><br><div class=\"code-block typescript\"><pre><code>@Component({<br> selector: 'app-markdown-renderer',<br> templateUrl: './markdown-renderer.component.html',<br> styleUrls: ['./markdown-renderer.component.css']<br>})<br>export class MarkdownRendererComponent implements OnInit {<br><br> markdown = `# Hello Markdown!<br><br>This is a **Markdown** example with _markdown-it_.<br><br>- Item 1<br>- Item 2<br>`;<br><br> htmlContent: string;<br><br> constructor() { }<br><br> ngOnInit() {<br> // Corrected instance creation<br> const md = new MarkdownIt();<br> this.htmlContent = md.render(this.markdown);<br> }<br><br>}<br></code></pre></div>### Explanation:<br><br>- The difference in import statements (`import * as MarkdownIt from 'markdown-it';` vs. `import MarkdownIt from 'markdown-it';`) largely depends on the TypeScript configuration (`tsconfig.json`) and how the module resolution is managed within your project or a specific version of the markdown-it typings.<br>- Using `import * as MarkdownIt from 'markdown-it';` treats the module as a namespace, which fits scenarios where the library might not have a default export according to the TypeScript compiler.<br>- `import MarkdownIt from 'markdown-it';` is attempting to import a default export. This syntax expects the `markdown-it` module to have a default export.<br><br>If you consistently face issues, verify your TypeScript settings and the version of the markdown-it library. It might also be beneficial to check if there's an update or a need to adjust your project's module resolution settings in `tsconfig.json`.<br><br>Remember, you can also consult the documentation or seek the latest usage guides for `markdown-it` as libraries and language specifications evolve.</div><br /><div class=\"chat-message\"><strong>John:</strong> what\'s the difference between tsconfig.app.json and tsconfig.json?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In a TypeScript-based project like an Angular application, you might come across multiple `tsconfig` files, including `tsconfig.json` and `tsconfig.app.json` among others. Each of these files serves a different purpose, and understanding their roles can help you better manage your project's TypeScript configuration.<br><br>### `tsconfig.json`<br><br>This is the base TypeScript configuration file for the project. It's the root configuration file that contains common compiler options and project settings. Other `tsconfig` files in the project can inherit from this base configuration and override specific settings for different contexts or parts of the application.<br><br>Key aspects of `tsconfig.json` include:<br><br>- **Compiler options**: Settings that tell the TypeScript compiler how to compile the TypeScript code. This includes settings for the target JavaScript version, module system, strict type-checking options, etc.<br>- **include/exclude**: Specifies which files are included or excluded from the compilation.<br>- **paths**: Define paths aliases that can be used for import statements in your TypeScript files.<br><br>This file is generally placed at the root of your project, signaling that it's a TypeScript project and providing the base configuration.<br><br>### `tsconfig.app.json`<br><br>This file extends the base `tsconfig.json` configuration and is specifically tailored for the Angular application's source code. It usually contains settings and overrides that apply when building the application itself, excluding test files or other types of assets.<br><br>Important aspects of `tsconfig.app.json` include:<br><br>- **Extends**: It often starts with the `"extends"` property that points to the base `tsconfig.json`, indicating that it inherits settings from the base configuration.<br>- **Compiler options**: Might override compiler options from the base for the specific needs of the application's source code. For example, it might specify a different `module` or `target` setting.<br>- **Files, include, and exclude**: Specifies which files are to be included in the compilation specifically for the app build. For example, test files (`*.spec.ts`) are typically excluded here, as they are not part of the application build process.<br><br>The structure allows for modular and context-specific configurations (e.g., for the main app, tests, or end-to-end tests) without duplicating common settings. This design keeps configurations DRY (Don't Repeat Yourself) and easier to manage.<br><br>### Summary<br><br>- **`tsconfig.json`**: The base TypeScript configuration for the project. Defines common compiler options and settings.<br>- **`tsconfig.app.json`**: A specific configuration for the Angular application build. Inherits from `tsconfig.json` and can override settings or specify additional configurations for compiling the application source code.<br><br>This setup is particularly common in Angular projects generated via the Angular CLI, where you might also see other `tsconfig` variants like `tsconfig.spec.json` for unit test compilation settings, and possibly others for different parts of your project.</div><br />','are you familiar with the markdown-it library?','','inherit','closed','closed','','421-revision-v1','','','2024-07-12 07:52:50','2024-07-12 12:52:50','',421,'http://wp.local/?p=735',0,'revision','',0),(736,1,'2024-07-12 07:54:18','2024-07-12 12:54:18','<div class=\"chat-message\"><strong>John:</strong> are you familiar with the markdown-it library?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Yes, I'm familiar with the markdown-it library. Markdown-it is an extensible Markdown parser written in JavaScript. It's a very popular library that is often used to convert Markdown syntax into HTML. It is highly configurable and supports a wide range of Markdown features, including CommonMark standard and various extensions such as tables, footnotes, strikethrough, etc.<br><br>Markdown-it is designed to be fast and efficient, making it suitable for server-side and client-side processing. It provides an easy-to-use API that developers can leverage to parse Markdown, customize the rendering rules, or even add new syntax features through plugins.<br><br>The library is open source and has a vibrant community contributing to its development and extension. Developers often choose markdown-it for its balance between speed, flexibility, and output quality. It's widely used in web development projects, documentation tools, content management systems, and anywhere Markdown to HTML conversion is needed.</div><br /><div class=\"chat-message\"><strong>John:</strong> does it work well with openai streaming chat responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of the last update in 2023, integrating markdown-it with OpenAI's streaming chat responses, particularly in contexts where you're handling real-time data or streaming text responses, is technically feasible and can be an effective solution depending on your goals. Here's how it could work effectively:<br><br>1. **Real-time Parsing**: Markdown-it can parse chunks of Markdown text to HTML as they arrive from the OpenAI streaming chat responses. If your application involves displaying the received text in a user-friendly format on a web page or an application UI, markdown-it can be used to dynamically render the Markdown syntax into formatted HTML.<br><br>2. **Server-side or Client-side**: You can use markdown-it on the server-side (Node.js environment) to pre-process the text before sending it to the client. Alternatively, it can run in the client's browser, parsing and rendering the Markdown as it's received through the streaming API. This flexibility allows for a wide range of use cases, depending on whether you prioritize reducing server load or minimizing latency for the end-user.<br><br>3. **Custom Extensions**: If your application requires special handling or additional formatting not covered by standard Markdown, markdown-it's extensible plugin system allows you to define custom rendering rules or support extra syntax. This is particularly useful if you're working with specialized data formats or need to embed interactive elements in response to the OpenAI chat data.<br><br>4. **Efficiency and Scalability**: Considering the potentially high volume and velocity of data in streaming scenarios, markdown-it's efficiency is a significant advantage. It's designed to be fast and lightweight, making it suitable for real-time applications that must operate under tight performance constraints.<br><br>However, there are also considerations to keep in mind:<br>- **Security**: Ensure that the content passed through markdown-it is sanitized appropriately to prevent XSS (Cross-Site Scripting) attacks. While markdown-it does a good job of handling raw Markdown, always sanitize HTML if the source of the Markdown text is not fully controlled or trusted.<br>- **Complexity and Overhead**: Adding an additional processing step (Markdown to HTML conversion) in the data flow might introduce latency, especially if the volume of the text is large. Testing and optimization may be required to ensure the performance meets your application's needs.<br><br>Overall, using markdown-it alongside OpenAI's streaming chat responses can work well, especially in applications needing real-time Markdown rendering. Proper implementation and attention to security and performance are essential to get the most out of this setup.</div><br />','are you familiar with the markdown-it library?','','inherit','closed','closed','','413-revision-v1','','','2024-07-12 07:54:18','2024-07-12 12:54:18','',413,'http://wp.local/?p=736',0,'revision','',0),(737,1,'2024-07-12 07:54:25','2024-07-12 12:54:25','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> I have a fastapi project I\'m working on. All the routes are handled in the main.py script. What\'s the best way to add more routes but in a separate file?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Organizing a FastAPI project, especially as it grows in complexity, is crucial for maintenance and scalability. Splitting routes into separate files is a widely adopted approach for keeping your project organized. Here\'s a step-by-step guide to achieve this:</p>\n<h3>1. Organize Your Directory Structure</h3>\n<p>First, let\'s create a directory structure that supports scalability. For a simple project, it might look something like this:</p>\n<pre><code>/your_project\n /app\n __init__.py\n /api\n __init__.py\n /v1\n __init__.py\n /endpoints\n __init__.py\n example.py\n routes.py\n main.py\n requirements.txt\n</code></pre>\n<p>This structure allows you to separate your application into versions (e.g., V1, V2), making it easier to manage and version your API. Under <code>endpoints</code>, you can have different files for different resource collections or functionality, such as <code>users.py</code>, <code>items.py</code>, etc.</p>\n<h3>2. Define Routes in Separate Files</h3>\n<p>In <code>example.py</code> under <code>/endpoints</code>, you can define your path operations (also known as routes) as follows:</p>\n<pre><code class=\"language-python\"># app/api/v1/endpoints/example.py\n\nfrom fastapi import APIRouter\n\nrouter = APIRouter()\n\n@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "item Bar"}]\n</code></pre>\n<h3>3. Include Routes in the Application</h3>\n<p>In <code>routes.py</code>, you include the routes from <code>example.py</code> into a router that will then be included in the main application:</p>\n<pre><code class=\"language-python\"># app/api/v1/routes.py\n\nfrom fastapi import APIRouter\nfrom .endpoints import example\n\napi_router = APIRouter()\napi_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<h3>4. Include API version routers in the Main Application</h3>\n<p>Finally, in your <code>main.py</code>, include your API version router:</p>\n<pre><code class=\"language-python\"># app/main.py\n\nfrom fastapi import FastAPI\nfrom .api.v1.routes import api_router\n\napp = FastAPI()\n\napp.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>Notes:</h3>\n<ul>\n<li>This structure uses <code>APIRouter</code> to create modular groups of routes. Each <code>APIRouter</code> can be included in the main application or even nested in other routers.</li>\n<li>You can use the <code>prefix</code> parameter in <code>include_router</code> to group routes under a common path prefix.</li>\n<li>The <code>tags</code> parameter is used in <code>include_router</code> to logically group endpoints in the autogenerated docs UI (Swagger UI, ReDoc).</li>\n</ul>\n<p>This approach allows you to segment your FastAPI application into logical and maintainable parts, making it easier to manage, especially as it grows. Additionally, this structure is scalable: you can easily add more versions, more endpoints, or refactor some parts into separate microservices if required.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> show the directory structure again with less indentation</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly, here\'s the revised directory structure with minimized indentation:</p>\n<pre><code>your_project/\n├── app/\n│ ├── __init__.py\n│ ├── main.py\n│ └── api/\n│ ├── __init__.py\n│ └── v1/\n│ ├── __init__.py\n│ ├── routes.py\n│ └── endpoints/\n│ ├── __init__.py\n│ └── example.py\n└── requirements.txt\n</code></pre>\n<p>This presents a clear and scalable structure for your FastAPI project, allowing for easy expansion and maintenance.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> explain again what goes in the routes.py file vs what would go in the example.py file.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Certainly! In this structure, there is a clear separation between where the route handlers (the actual API logic) are defined and where they are included and organized into the larger application. Here\'s a more detailed explanation of their purposes:</p>\n<h3><code>example.py</code></h3>\n<ul>\n<li><strong>Purpose</strong>: This file directly contains your API endpoint definitions. Each function here corresponds to an API endpoint, defining what should happen when that endpoint is accessed. This includes both the logic that should be executed (e.g., querying a database, performing calculations) and the response that should be sent back to the client.</li>\n<li><strong>Content</strong>: In <code>example.py</code>, you define your API routes using <code>APIRouter</code>. Here, you import <code>APIRouter</code> from FastAPI, create an instance of it, and then use decorator syntax to attach functions to specific HTTP methods and paths. Each function then becomes a route handler, responsible for some business logic.</li>\n</ul>\n<p><strong><code>example.py</code></strong></p>\n<pre><code class=\"language-python\">from fastapi import APIRouter\n\nrouter = APIRouter()\n\n@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n<h3><code>routes.py</code></h3>\n<ul>\n<li><strong>Purpose</strong>: This file does not define any API logic directly. Instead, it serves as a way to gather and organize route handlers from potentially multiple files (like <code>example.py</code> and others) into a single, cohesive API router, usually aligned with a specific API version or a set of related functionalities.</li>\n<li><strong>Content</strong>: In <code>routes.py</code>, you import the <code>APIRouter</code> instances from your endpoint definition files (e.g., <code>example.py</code>). You then create a new <code>APIRouter</code> instance for the API version or functionality set. Using the <code>include_router</code> method, you incorporate each <code>APIRouter</code> from your endpoint files into it, optionally specifying a path prefix or a set of tags for organizational purposes in the API documentation.</li>\n</ul>\n<p><strong><code>routes.py</code></strong></p>\n<pre><code class=\"language-python\">from fastapi import APIRouter\nfrom .endpoints import example\n\napi_router = APIRouter()\napi_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<h3>Usage in Main Application:</h3>\n<p>Finally, in your <code>main.py</code>, you import the version-specific or functionality-specific <code>APIRouter</code> instance from <code>routes.py</code> and include it in your main FastAPI application instance.</p>\n<p>This structure provides several benefits:</p>\n<ul>\n<li><strong>Separation of Concerns</strong>: Endpoint-specific logic is kept separate from the routing organization. This makes the code easier to read and maintain.</li>\n<li><strong>Scalability</strong>: You can easily add new endpoints by creating new files in the <code>endpoints</code> directory and including them in <code>routes.py</code>. Similarly, you can introduce new versions (e.g., v2) by following the same pattern at a higher level.</li>\n<li><strong>Organization</strong>: Grouping endpoints by functionality or version and using prefixes/tags helps keep the API well-organized and understandable both in the code and in the automatically generated documentation (Swagger/ReDoc).</li>\n</ul>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> show the code i need in main.py to add the new route</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Sure, to add the new route to your FastAPI application, you integrate the router that was set up within the <code>routes.py</code> file into your main FastAPI application object. Here is how you would do it in the <code>main.py</code> file:</p>\n<h3>main.py</h3>\n<pre><code class=\"language-python\">from fastapi import FastAPI\n# Adjust the import path according to your project structure\nfrom app.api.v1.routes import api_router\n\napp = FastAPI()\n\n# Include the router from routes.py into your main app\napp.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>Breakdown:</h3>\n<ul>\n<li><code>from app.api.v1.routes import api_router</code>: Here, you import the <code>api_router</code> object from the <code>routes.py</code> file. Ensure that the import path matches your project structure. If all your code is directly under the <code>app</code> directory without additional nesting, you might adjust the import statement accordingly.</li>\n<li><code>app = FastAPI()</code>: Create an instance of the FastAPI application.</li>\n<li><code>app.include_router(api_router, prefix="/api/v1")</code>: By using the <code>include_router</code> method, you integrate the router (<code>api_router</code>) from <code>routes.py</code>, which potentially bundles multiple routes/endpoints. The <code>prefix="/api/v1"</code> argument specifies that all routes included through this router will be prefixed with <code>/api/v1</code> in their URL paths, which is a good practice for API versioning.</li>\n</ul>\n<h3>Note:</h3>\n<p>This structure, with its use of APIRouter and the include_router mechanism, helps keep your project organized, particularly as it grows and potentially spans multiple files and directories. It allows you to group related routes together logically (for example, by feature or API version) and makes your API easier to extend and maintain.</p>\n<p>If your directory structure or import paths are different from what is suggested, you need to adjust the import statement in <code>main.py</code> accordingly to correctly locate the <code>routes.py</code> file.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> if the app is running on localhost:8000, what\'s the url to see the example data?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Given the setup described, with the main application including the routes from <code>example.py</code> via <code>routes.py</code>, and considering that you\'ve prefixed the included router with <code>/api/v1</code> and possibly <code>/example</code> for the <code>example</code> router, the URL for the example data would be constructed based on these components.</p>\n<p>If your route in <code>example.py</code> is defined as follows:</p>\n<pre><code class=\"language-python\">@router.get("/items/")\nasync def read_items():\n return [{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n<p>And you\'ve included this router in your <code>routes.py</code> with a prefix <code>/example</code>, like so:</p>\n<pre><code class=\"language-python\">api_router.include_router(example.router, prefix="/example", tags=["Example"])\n</code></pre>\n<p>And you’ve included <code>api_router</code> in your FastAPI app with the prefix <code>/api/v1</code>:</p>\n<pre><code class=\"language-python\">app.include_router(api_router, prefix="/api/v1")\n</code></pre>\n<h3>The URL to Access the Example Data</h3>\n<p>You would access the example data by navigating to:</p>\n<pre><code>http://localhost:8000/api/v1/example/items/\n</code></pre>\n<h3>Components of the URL</h3>\n<ul>\n<li><code>http://localhost:8000</code> - The host and port where your FastAPI application is running locally.</li>\n<li><code>/api/v1</code> - The prefix added to all routes included via the <code>api_router</code>, indicating version 1 of the API.</li>\n<li><code>/example</code> - The prefix specified when including the router from <code>example.py</code>, indicating a logical grouping or categorization of routes.</li>\n<li><code>/items/</code> - The specific route within <code>example.py</code> that you\'re accessing, which returns example items data.</li>\n</ul>\n<h3>Testing the Endpoint</h3>\n<p>You can test this endpoint by simply entering the URL into a web browser or using tools like <code>curl</code> from the command line, Postman, or any HTTP client of your choice.</p>\n<p>For example, using <code>curl</code>:</p>\n<pre><code class=\"language-sh\">curl http://localhost:8000/api/v1/example/items/\n</code></pre>\n<p>This should return the JSON response containing the example items data:</p>\n<pre><code class=\"language-json\">[{"name": "Item Foo"}, {"name": "Item Bar"}]\n</code></pre>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> does fastapi support services or singleton objects in any way?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>Yes, FastAPI supports concepts like services or singleton objects through its dependency injection system and other Pythonic ways of implementing singletons. Dependency injection in FastAPI is a powerful feature that allows you to separate business logic from your API routes, improving code maintainability and testing. Singletons are a design pattern that ensures a class has only one instance and provides a global point of access to it.</p>\n<h3>Using Dependency Injection for Services</h3>\n<p>You can define services (e.g., database access, external API clients) and use FastAPI\'s dependency injection to pass instances of these services into your path operations (endpoints). Here’s a basic example:</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, Depends\n\napp = FastAPI()\n\nclass SomeService:\n def __init__(self):\n self.data = "Important Data"\n \n def get_data(self):\n return self.data\n\ndef get_some_service() -> SomeService:\n return SomeService() # Create and return an instance of SomeService\n\n@app.get("/")\nasync def read_main(service: SomeService = Depends(get_some_service)):\n return {"data": service.get_data()}\n</code></pre>\n<p>In this example, <code>get_some_service</code> is a dependency that FastAPI calls for every request to the <code>read_main</code> endpoint to get an instance of <code>SomeService</code>. This is a straightforward way to inject dependencies, but it doesn’t ensure that <code>SomeService</code> is a singleton.</p>\n<h3>Implementing Singleton Objects</h3>\n<p>To ensure that an object is a singleton (i.e., the same instance is used across your application), you can implement the singleton pattern in Python. Here\'s a simple way to create a singleton in Python:</p>\n<pre><code class=\"language-python\">class SingletonMeta(type):\n _instances = {}\n def __call__(cls, *args, **kwargs):\n if cls not in cls._instances:\n cls._instances[cls] = super(SingletonMeta, cls).__call__(*args, **kwargs)\n return cls._instances[cls]\n\nclass SomeSingletonService(metaclass=SingletonMeta):\n pass\n</code></pre>\n<p>You can then use <code>SomeSingletonService</code> in the same way as <code>SomeService</code> above, but ensuring that only one instance is ever created:</p>\n<pre><code class=\"language-python\">def get_some_singleton_service() -> SomeSingletonService:\n return SomeSingletonService() # This will always return the same instance\n</code></pre>\n<h3>FastAPI-specific Singleton Approach</h3>\n<p>For objects like database connections that you want to create once and use throughout the application lifecycle, you can create the instance outside of the dependency function and then use that instance inside the function. For example,</p>\n<pre><code class=\"language-python\">class DatabaseService:\n def __init__(self):\n self.conn = "Database Connection"\n\ndatabase_service_singleton = DatabaseService()\n\ndef get_database_service() -> DatabaseService:\n return database_service_singleton\n</code></pre>\n<p>This way, <code>database_service_singleton</code> is created when the module is loaded, and <code>get_database_service</code> always returns the same instance.</p>\n<h3>Conclusion</h3>\n<p>FastAPI’s design supports the use of services or singleton objects effectively, primarily via its dependency injection system. While FastAPI doesn’t provide a built-in singleton class or decorator, the flexibility of Python allows for straightforward implementation of the singleton pattern or lifecycle-long instances suitable for use as services within your FastAPI application.</p>\n</div><br />','I have a fastapi project I\'m working on. All the routes are handled in the main.py script. What\'s the best way to add more rou','','inherit','closed','closed','','440-revision-v1','','','2024-07-12 07:54:25','2024-07-12 12:54:25','',440,'http://wp.local/?p=737',0,'revision','',0),(738,1,'2024-07-12 07:54:33','2024-07-12 12:54:33','<div class=\"chat-message\"><strong>John:</strong> What are the different markdown symbols you use in your responses?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> In my responses, I use several markdown symbols to enhance formatting and readability. Markdown is a lightweight markup language with plain-text formatting syntax that can be converted into HTML or other formats. Here’s a guide to some of the common markdown symbols used:<br><br>### 1. **Headers**<br><br>To create headers, you use the `#` symbol followed by a space. The number of `#` symbols indicates the header level.<br><br>- `#` H1<br>- `##` H2<br>- `###` H3<br>- `####` H4<br>- `#####` H5<br>- `######` H6<br><br>Example: <br><br><div class=\"code-block\"><pre><code><br># This is an H1<br>## This is an H2<br>### This is an H3<br></code></pre></div>### 2. **Emphasis**<br><br>- **Bold**: To bold text, enclose it in double asterisks `**` or double underscores `__`.<br><br> Example: `**This is bold**` or `__This is bold__`<br><br>- *Italic*: To italicize text, enclose it in single asterisks `*` or single underscores `_`.<br><br> Example: `*This is italic*` or `_This is italic_`<br><br>### 3. **Lists**<br><br>- **Unordered lists** use asterisks `*`, plus signs `+`, or hyphens `-` as bullet points.<br><br> <div class=\"code-block\"><pre><code><br> - Item one<br> - Item two<br> - Item three<br> </code></pre></div>- **Ordered lists** are numbered.<br><br> <div class=\"code-block\"><pre><code><br> 1. First item<br> 2. Second item<br> 3. Third item<br> </code></pre></div>### 4. **Links**<br><br>To create a hyperlink, enclose the link text in brackets `[]`, followed by the URL in parentheses `()`.<br><br>Example: `[Google](https://www.google.com)`<br><br>### 5. **Images**<br><br>Images are similar to links, but they have an exclamation mark `!` in front, followed by the alt text in brackets `[]`, and then the URL of the image in parentheses `()`.<br><br>Example: ``<br><br>### 6. **Blockquotes**<br><br>To create a blockquote, use the `>` symbol before your text.<br><br>Example: <br><br><div class=\"code-block\"><pre><code><br>> This is a blockquote.<br></code></pre></div>### 7. **Code**<br><br>- **Inline code** is wrapped with backticks `` ` ``.<br><br> Example: `` `Inline code` ``<br><br>- **Code blocks** are created by indenting lines with four spaces or by using three backticks <div class="code-block before and after the block.<br>\"><pre><code> </code></pre></div> <div class=\"code-block\"><pre><code><br> This is a code block.<br> </code></pre></div> <div class=\"code-block\"><pre><code><br><br><br>Note: The display of markdown may vary depending on the platform (e.g., GitHub, Reddit, StackOverflow) and the context in which it is used.</code></pre></div></div><br />','What are the different markdown symbols you use in your responses?','','inherit','closed','closed','','410-revision-v1','','','2024-07-12 07:54:33','2024-07-12 12:54:33','',410,'http://wp.local/?p=738',0,'revision','',0),(739,1,'2024-07-12 10:16:56','2024-07-12 15:16:56','<div class=\"chat-message\"><strong>John:</strong> What’s the latest version of Drupal? </div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> As of my last update in April 2023, the latest version of Drupal is Drupal 9.5.0. However, new versions may have been released since then. It's important to check the official Drupal website or the Drupal community updates for the most recent version.</div><br />','What’s the latest version of Drupal?','','inherit','closed','closed','','378-revision-v1','','','2024-07-12 10:16:56','2024-07-12 15:16:56','',378,'http://wp.local/?p=739',0,'revision','',0),(740,1,'2024-07-12 10:17:14','2024-07-12 15:17:14','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Was it a goal during the development of the WWW protocols (http and https) to be transparent? I mean by transparent that that all the files, network traffic, etc. can be viewed in a browser.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The development and evolution of the World Wide Web (WWW) protocols, namely HTTP (Hypertext Transfer Protocol) and later HTTPS (HTTP Secure), were primarily driven by the need for a standardized and efficient way to transmit hypertext documents across the Internet. The concept of transparency in the way you\'ve described it—ensuring that all files, network traffic, etc., can be viewed in a browser—wasn\'t a primary goal per se. However, several related concepts were important in the development of these protocols and the web at large:</p>\n<ol>\n<li>\n<p><strong>Open Standards and Interoperability:</strong> One of the foundational principles of the WWW was the use of open standards. Tim Berners-Lee, the inventor of the WWW, and others involved in early web development emphasized the importance of creating protocols that were not only open and royalty-free but also fostered interoperability between different systems. This approach inherently supports a level of transparency in that specifications are publicly available, and implementations can be developed independently.</p>\n</li>\n<li>\n<p><strong>Accessibility and Ease of Use:</strong> While the direct inspection of network traffic and files wasn\'t a stated goal, making the web accessible and usable to as wide an audience as possible was crucial. This objective drove the design of web browsers to display web content in a human-readable format and offer functionalities like viewing the page source. These features indirectly support transparency by allowing users and developers to inspect the HTML and other codes that constitute a web page.</p>\n</li>\n<li>\n<p><strong>Security and Privacy:</strong> The development of HTTPS was specifically aimed at addressing the need for secure and private communication over the web. By encrypting data transmitted between web browsers and servers, HTTPS ensures confidentiality, integrity, and authentication. While this enhances privacy and security, it also means that, by design, HTTPS reduces the ability to view network traffic transparently unless authorized (e.g., through mechanisms like TLS decryption in debugging tools).</p>\n</li>\n<li>\n<p><strong>Debugging and Development Tools:</strong> Modern web browsers include extensive tools for developers that allow inspection of network traffic, examination of page resources, debugging of JavaScript, and more. While not a primary goal of the HTTP/HTTPS protocols themselves, the evolution of these tools reflects an understanding within the web community that transparency in how web technologies work under the hood is invaluable for developers, researchers, and educators.</p>\n</li>\n</ol>\n<p>In summary, while direct transparency of all files and network traffic in a browser wasn\'t a specific goal during the development of the web protocols, principles like open standards, accessibility, and the provision of tools for inspection and debugging have indirectly supported a level of transparency for users and developers. Security protocols like HTTPS add a layer to protect privacy and integrity, which complicates total transparency but is balanced by development tools designed to aid in legitimate inspection and analysis activities.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Are there any browsers that don\'t allow the users to inspect the files and network traffic?</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>As of my last update in 2023, the major web browsers—such as Google Chrome, Mozilla Firefox, Microsoft Edge, Safari, and Opera—all come with built-in developer tools that allow users to inspect files, view network traffic, debug scripts, and perform a host of other tasks aimed at developers or those interested in understanding web technologies. These tools are fundamental to web development and debugging and are widely considered essential features.</p>\n<p>However, there are scenarios and specific contexts where a browser might limit the ability to inspect files and network traffic:</p>\n<ol>\n<li>\n<p><strong>Mobile Browsers:</strong> While most mobile browsers are capable of some degree of inspection and debugging, they may not offer the same level of functionality or ease of access as their desktop counterparts. The tools might be more cumbersome to use or require additional steps, such as enabling remote debugging via a desktop device.</p>\n</li>\n<li>\n<p><strong>Custom or Proprietary Browsers:</strong> Applications or platforms that use web technologies but are not intended for general web browsing—such as embedded web views in apps or custom browsers in specific devices (e.g., kiosks, IoT devices)—might not provide user-accessible developer tools or the ability to inspect traffic. This is often by design, to limit user interaction to specific functionalities for security, privacy, or user experience reasons.</p>\n</li>\n<li>\n<p><strong>Security-focused or Privacy-focused Browsers:</strong> While not specific to blocking inspection tools, some browsers focused on security and privacy might limit certain functionalities or require users to enable developer tools explicitly due to their potential misuse. However, even in these cases, the capability to inspect elements and network traffic typically exists but might be gated behind additional settings.</p>\n</li>\n<li>\n<p><strong>Browsers in Controlled Environments:</strong> In enterprise or educational settings, administrators can configure browsers (or use specialized browser versions) to restrict access to developer tools. This might be done to prevent users from tampering with the browser, executing potentially harmful scripts, or bypassing content restrictions.</p>\n</li>\n</ol>\n<p>It\'s important to note that even if a browser does not provide native tools for inspection, network traffic can often be inspected using external tools like packet sniffers or network protocol analyzers (e.g., Wireshark). However, the use of such tools might require more technical knowledge, and encrypted traffic (HTTPS) will not be easily readable without additional setup.</p>\n<p>In summary, while the ability to inspect files and network traffic is a standard feature in mainstream web browsers, certain contexts, applications, or settings might limit this functionality. These limitations are usually related to preserving security, privacy, or the integrity of the application experience rather than a fundamental characteristic of the browser technology itself.</p>\n</div><br />','Was it a goal during the development of the WWW protocols (http and https) to be transparent? I mean by transparent that that a','','inherit','closed','closed','','464-revision-v1','','','2024-07-12 10:17:14','2024-07-12 15:17:14','',464,'http://wp.local/?p=740',0,'revision','',0),(741,1,'2024-07-12 10:45:15','2024-07-12 15:45:15','<div class=\"chat-message\"><strong>John:</strong> I\'m using Angular and I\'m trying to add an image to a wordpress site. Please write the code to add an image to the Media Library via the rest api. Assume that you already have the authentication token stored in a variable.</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To upload an image to the WordPress Media Library using the REST API with Angular, you’ll need to perform a POST request to the `/wp-json/wp/v2/media` endpoint. You’ll also need to ensure that your request headers are set up correctly to handle this multipart/form-data request, and that you're authenticated.<br><br>Below is a sample Angular service method that uploads an image file to the WordPress Media Library. For simplicity, this example assumes you have a service where you're implementing your HTTP requests and that you already have obtained an authentication token (`authToken`) which will be used for Authorization.<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library<br> uploadImageToWordpress(imageFile: File, authToken: string) {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> // 'Content-Disposition' is important for WordPress to process the file correctly<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> // Include the Authorization header with your token<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> // Create a FormData object to hold the file<br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> // Important: In Angular HttpClient, setting the 'Content-Type' to null<br> // and using 'headers' option would let the browser to set the boundary for you<br> const httpOptions = {<br> headers: headers,<br> };<br> <br> return this.http.post<any>(url, formData, httpOptions).subscribe(<br> data => console.log('Successfully uploaded image with ID:', data.id),<br> err => console.error('Error uploading image:', err)<br> );<br> }<br>}<br></code></pre></div>This service method defines `uploadImageToWordpress`, which takes an `imageFile` (of type `File`) and your `authToken` as parameters. It forms a POST request with the necessary headers (including `Content-Disposition` and `Authorization`) and sends this, along with the image file enclosed in a FormData object, to the WordPress REST API. Note that the `'Content-Type'` header is intentionally not set; this allows the browser to automatically set the correct content type for the request along with the boundary in the multipart/form-data.<br><br>Please ensure you replace `'YOUR_WORDPRESS_SITE_URL'` with your actual WordPress site URL.<br><br>To use this in a component:<br><br>1. Inject the service into your component.<br>2. Call `uploadImageToWordpress` with the file you want to upload and your auth token.<br><br>Note: Always ensure that your WordPress site CORS configuration allows requests from your Angular app's origin, otherwise you might face CORS errors. If uploading files from a local development server to a remote WordPress site, CORS is a common issue you might need to address. This often involves configuring your WordPress server or using a WordPress plugin that enables more permissive CORS settings.</div><br /><div class=\"chat-message\"><strong>John:</strong> Provide a return type for the function, but keep everything else the same</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> To provide a return type for the `uploadImageToWordpress` function while keeping everything else the same, you would first identify what data type you expect the function to return. Since it makes an HTTP request and subscribes to the result within the function, it inherently doesn't return anything (undefined). However, for better clarity and future maintenance, you might decide to return the `Subscription` object generated by the `.subscribe()` method, allowing calling code to manage the subscription if needed.<br><br>To do this, you'll need to import `Subscription` from RxJS in your service file:<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Subscription } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library, returns a Subscription.<br> uploadImageToWordpress(imageFile: File, authToken: string): Subscription {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> // 'Content-Disposition' is important for WordPress to process the file correctly<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> // Include the Authorization header with your token<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> // Create a FormData object to hold the file<br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers,<br> };<br> <br> // POST request to upload the image<br> return this.http.post<any>(url, formData, httpOptions).subscribe(<br> data => console.log('Successfully uploaded image with ID:', data.id),<br> err => console.error('Error uploading image:', err)<br> );<br> }<br>}<br></code></pre></div>This adjustment modifies the return type of `uploadImageToWordpress` to be `Subscription`. This can then be utilized by the caller if they wish to unsubscribe at a later point, providing a bit more flexibility and managing potential memory leaks in single-page applications.<br><br>Just remember, by returning the subscription, you're shifting the responsibility of subscription management (such as unsubscribing when no longer necessary) to the caller. This could be particularly useful in scenarios where you might decide to cancel the upload before it completes or if your component is destroyed to prevent memory leaks.<br></div><br /><div class=\"chat-message\"><strong>John:</strong> why not return an observable?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> Returning an `Observable` instead of directly subscribing inside the service is indeed a common and recommended approach, especially in Angular applications. This pattern promotes a cleaner separation of concerns, where your service is responsible for declaring how to perform the HTTP request and your components or other services decide how to handle the success, error, and completion cases of that request.<br><br>By returning an `Observable`, you enable the callers (typically Angular components) to subscribe to the response of the HTTP request. This allows callers to manage the subscription lifecycle, decide how to handle errors, and perform actions when the request completes. It also makes your method more flexible and composable, allowing for easier testing and reuse.<br><br>Here's how you could modify the `uploadImageToWordpress` method in the `WordpressService` to return an `Observable`:<br><br><div class=\"code-block typescript\"><pre><code>import { Injectable } from '@angular/core';<br>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Observable } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> // Function to upload an image to WordPress Media Library, now returns an Observable<br> uploadImageToWordpress(imageFile: File, authToken: string): Observable<any> {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br> <br> let headers = new HttpHeaders({<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers<br> };<br> <br> // Return the Observable from HttpClient.post without subscribing here<br> return this.http.post<any>(url, formData, httpOptions);<br> }<br>}<br></code></pre></div>Then, in your Angular component or another service, you would handle the subscription like this:<br><br><div class=\"code-block typescript\"><pre><code>// Example component method that calls uploadImageToWordpress<br>uploadImage(file: File) {<br> this.wordpressService.uploadImageToWordpress(file, this.authToken).subscribe({<br> next: (response) => console.log('Image uploaded successfully:', response),<br> error: (error) => console.error('Error uploading image:', error),<br> complete: () => console.log('Upload complete')<br> });<br>}<br><br></code></pre></div>This change ensures that the consuming component controls the subscription, enabling it to handle success, error, and completion cases appropriately. It also facilitates unsubscribing from the Observable to prevent memory leaks, especially important in components that might be created and destroyed multiple times during the application's lifecycle.<br><br>Remember, managing the subscription is crucial to avoiding memory leaks. For components, you often unsubscribe from Observables in the `ngOnDestroy` lifecycle method by either manually calling `unsubscribe` or using operators like `takeUntil` to automate the process.<br></div><br /><div class=\"chat-message\"><strong>John:</strong> If I want to use rxjs operators on the result, is it better to return an observable or a subscription?</div><br /><div class=\"chat-message\"><strong>Chatbot:</strong> If you want to use RxJS operators on the result, it's better to return an `Observable`. Returning an `Observable` from your service method gives you the flexibility to apply any RxJS operators such as `map`, `filter`, `mergeMap`, `catchError`, and many others before the data is consumed by a component or another service.<br><br>When you return an `Observable`, the caller can decide when to subscribe to it and how to manipulate the stream of data with RxJS operators, allowing for a more functional and declarative approach to data transformations and handling.<br><br>Here's how you might adjust your service method to return an `Observable`, and then apply RxJS operators in the component:<br><br>### Service Method Returning an `Observable`:<br><br><div class=\"code-block typescript\"><pre><code>import { HttpClient, HttpHeaders } from '@angular/common/http';<br>import { Observable } from 'rxjs';<br><br>@Injectable({<br> providedIn: 'root',<br>})<br>export class WordpressService {<br> constructor(private http: HttpClient) {}<br><br> uploadImageToWordpress(imageFile: File, authToken: string): Observable<any> {<br> const url = 'YOUR_WORDPRESS_SITE_URL/wp-json/wp/v2/media';<br><br> let headers = new HttpHeaders({<br> 'Content-Disposition': 'attachment; filename="' + imageFile.name + '"',<br> 'Authorization': 'Bearer ' + authToken<br> });<br> <br> const formData: FormData = new FormData();<br> formData.append('file', imageFile);<br> <br> const httpOptions = {<br> headers: headers<br> };<br> <br> return this.http.post<any>(url, formData, httpOptions);<br> }<br>}<br></code></pre></div>### Component Consuming the Observable with RxJS Operators:<br><br><div class=\"code-block typescript\"><pre><code>import { Component } from '@angular/core';<br>import { catchError, tap } from 'rxjs/operators';<br>import { of } from 'rxjs';<br>import { WordpressService } from './wordpress.service';<br><br>@Component({<br> selector: 'app-my-component',<br> template: `...`,<br>})<br>export class MyComponent {<br> constructor(private wordpressService: WordpressService) {}<br><br> uploadImage(file: File) {<br> this.wordpressService.uploadImageToWordpress(file, 'YOUR_AUTH_TOKEN')<br> .pipe(<br> tap(response => console.log('Upload successful:', response)),<br> catchError(error => {<br> console.error('Upload failed:', error);<br> // Return an observable that emits an error value; <br> // 'of' is used here to return a non-error observable for demonstration purposes<br> return of(error);<br> })<br> )<br> .subscribe();<br> }<br>}<br></code></pre></div>In this example, the component calls `uploadImageToWordpress` and uses the `tap` operator for side effects (logging success messages) and `catchError` to handle any errors that occur during the upload process. The `catchError` operator transforms an error into a continuation of the observable sequence, so it doesn't necessarily break the flow; you can decide what observable sequence it returns in the event of an error.<br><br>This approach provides a clean, maintainable way to handle side effects, transformations, and errors, showcasing why returning an `Observable` is preferred when you want to utilize RxJS operators.</div><br />','I\'m using Angular and I\'m trying to add an image to a wordpress site. Please write the code to add an image to the Media Librar','','inherit','closed','closed','','374-revision-v1','','','2024-07-12 10:45:15','2024-07-12 15:45:15','',374,'http://wp.local/?p=741',0,'revision','',0),(742,1,'2024-07-12 12:42:53','2024-07-12 17:42:53','<!-- wp:paragraph -->\n<p>In this video, I demonstrate my approach and techniques for allowing users to create, manage, and use their own narrow AI widgets. I create a total of 9 widgets in this video, including a fully functional Blackjack game, all done right in the browser.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The other two demo videos I have on this site were screen recordings only and had no video or audio track. This is my first attempt at a real video. I knew I would make some newbie mistakes, which I did. Okay, I was nervous some too, especially at the start. There\'s some really good stuff here I hope you enjoy.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The lighting is poor and the audio level is a bit too low. I put some time into the subtitles. if you want to use the subtitles, turn on closed captions in the video player.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://www.youtube.com/watch?v=F4dYQYgEmjQ\\u0026list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://www.youtube.com/watch?v=F4dYQYgEmjQ&list=PLuXROCGP2h2Scl-pC4R9bA6FixjuBTwlY\n</div></figure>\n<!-- /wp:embed -->','John Demonstrates His Narrow AI Framework','','inherit','closed','closed','','662-revision-v1','','','2024-07-12 12:42:53','2024-07-12 17:42:53','',662,'http://wp.local/?p=742',0,'revision','',0),(743,1,'2024-07-12 12:47:24','2024-07-12 17:47:24','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Does the minor scale have a minor or major 7th note? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>The minor scale can have different types of seventh notes depending on the specific form of the minor scale you are using. Here are the three commonly used minor scales with their seventh notes:</p>\n<ol>\n<li>\n<p><strong>Natural Minor Scale</strong>: The natural minor scale has a minor seventh (also known as a flat seventh). For example, in the A natural minor scale (A, B, C, D, E, F, G), the seventh note, G, is a minor seventh above the tonic, A.</p>\n</li>\n<li>\n<p><strong>Harmonic Minor Scale</strong>: The harmonic minor scale typically has a major seventh. Using the A harmonic minor scale as an example (A, B, C, D, E, F, G#), the seventh note, G#, is a major seventh above the tonic, A.</p>\n</li>\n<li>\n<p><strong>Melodic Minor Scale</strong>: The melodic minor scale has different forms for ascending and descending melodies. When ascending, it has a major seventh, and when descending, it reverts to the natural minor form with a minor seventh. For instance, in the A melodic minor scale:</p>\n<ul>\n<li>Ascending: A, B, C, D, E, F#, G# (with a major seventh, G#).</li>\n<li>Descending: A, G, F, E, D, C, B (reverting to the natural minor with a minor seventh, G).</li>\n</ul>\n</li>\n</ol>\n<p>So, depending on the context and the specific minor scale form, the seventh note can be either minor (flat) or major.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> If someone says to play in b minor, which form do they mean usually? </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>When someone says to play in B minor without specifying a particular form, they typically mean the B natural minor scale. The natural minor scale is the most commonly assumed form in general contexts unless otherwise specified.</p>\n<p>The B natural minor scale consists of the following notes:\nB, C#, D, E, F#, G, A</p>\n<p>This scale has a minor seventh, which in this case is the note A. However, depending on the musical piece and its requirements, composers and musicians might use the harmonic or melodic minor forms at times, but these specific forms are usually indicated explicitly in the music or by the context of the piece.</p>\n</div><br />','Does the minor scale have a minor or major 7th note?','','inherit','closed','closed','','638-revision-v1','','','2024-07-12 12:47:24','2024-07-12 17:47:24','',638,'http://wp.local/?p=743',0,'revision','',0),(744,1,'2024-07-12 12:51:30','2024-07-12 17:51:30','<!-- wp:group {\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\"><!-- wp:tag-cloud /-->\n\n<!-- wp:search {\"label\":\"Search\",\"showLabel\":false,\"buttonText\":\"Search\",\"buttonUseIcon\":true} /-->\n\n<!-- wp:columns {\"align\":\"wide\"} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"width\":\"30%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:30%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"\"},\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:site-logo {\"width\":20,\"shouldSyncIcon\":true,\"style\":{\"layout\":{\"selfStretch\":\"fit\",\"flexSize\":null}}} /-->\n\n<!-- wp:site-title {\"level\":0,\"fontSize\":\"medium\"} /-->\n\n<!-- wp:site-tagline {\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"width\":\"50%\"} -->\n<div class=\"wp-block-column\" style=\"flex-basis:50%\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"flexWrap\":\"wrap\",\"justifyContent\":\"space-between\",\"verticalAlignment\":\"top\"}} -->\n<div class=\"wp-block-group\"><!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\",\"fontSize\":\"0rem\"}},\"className\":\"has-medium-font-size\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-medium-font-size has-body-font-family\" style=\"font-size:0rem;font-style:normal;font-weight:600\">Site</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"style\":{\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":407,\"overlayMenu\":\"never\",\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"},\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"400\"},\"spacing\":{\"blockGap\":\"var:preset|spacing|10\"}},\"fontSize\":\"small\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\"}} -->\n<div class=\"wp-block-group\"><!-- wp:heading {\"style\":{\"typography\":{\"fontStyle\":\"normal\",\"fontWeight\":\"600\"}},\"fontSize\":\"small\",\"fontFamily\":\"body\"} -->\n<h2 class=\"wp-block-heading has-body-font-family has-small-font-size\" style=\"font-style:normal;font-weight:600\">Social</h2>\n<!-- /wp:heading -->\n\n<!-- wp:group {\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\"}} -->\n<div class=\"wp-block-group\"><!-- wp:navigation {\"ref\":506,\"overlayMenu\":\"never\"} /--></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->','Footer','','inherit','closed','closed','','242-revision-v1','','','2024-07-12 12:51:30','2024-07-12 17:51:30','',242,'http://wp.local/?p=744',0,'revision','',0),(745,1,'2024-07-13 08:37:20','2024-07-13 13:37:20','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that was used to produce the video was created with Dalle-3. It\'s my first SVD video. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping for the video for a relaxing experience!</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-13 08:37:20','2024-07-13 13:37:20','',704,'https://johnturman.net/?p=745',0,'revision','',0),(748,1,'2024-07-17 12:07:13','2024-07-17 17:07:13','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that was used to produce the video was created with Dalle-3. It\'s my first SVD video. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping in your video player for a relaxing experience.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-autosave-v1','','','2024-07-17 12:07:13','2024-07-17 17:07:13','',704,'https://johnturman.net/?p=748',0,'revision','',0),(749,1,'2024-07-17 12:07:20','2024-07-17 17:07:20','<!-- wp:paragraph -->\n<p>I created this Stable Video Diffusion (SVD) video using a local installation of WebUI Forge. The image that was used to produce the video was created with Dalle-3. It\'s my first SVD video. </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The audio track of flowing water was added separately. Turn on looping in your video player for a relaxing experience.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:embed {\"url\":\"https://youtu.be/0ndYKh6PLX8\",\"type\":\"video\",\"providerNameSlug\":\"youtube\",\"responsive\":true,\"className\":\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"} -->\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\nhttps://youtu.be/0ndYKh6PLX8\n</div></figure>\n<!-- /wp:embed -->','Stable Diffusion Video - Stream Flowing Through Forest','','inherit','closed','closed','','704-revision-v1','','','2024-07-17 12:07:20','2024-07-17 17:07:20','',704,'https://johnturman.net/?p=749',0,'revision','',0),(750,3,'2024-07-21 11:17:18','2024-07-21 16:17:18','','2024-07-21-2','','inherit','open','closed','','2024-07-21-2','','','2024-07-21 11:17:18','2024-07-21 16:17:18','',0,'https://johnturman.net/wp-content/uploads/2024/07/2024-07-21-2.png',0,'attachment','image/png',0),(751,3,'2024-07-21 11:19:21','2024-07-21 16:19:21','','2024-07-21-1','','inherit','open','closed','','2024-07-21-1','','','2024-07-21 11:19:21','2024-07-21 16:19:21','',0,'https://johnturman.net/wp-content/uploads/2024/07/2024-07-21-1.png',0,'attachment','image/png',0),(752,1,'2024-06-02 15:22:45','2024-06-02 20:22:45','<!-- wp:paragraph -->\n<p>As the title suggests, I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":846,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-2262484430.jpg\" alt=\"\" class=\"wp-image-846\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":837,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00033-814753408.jpeg\" alt=\"\" class=\"wp-image-837\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":836,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img 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class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":848,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00154-2005235325.jpeg\" alt=\"\" class=\"wp-image-848\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":838,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00038-2320462722.jpeg\" alt=\"\" class=\"wp-image-838\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":839,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00060-2803075907.jpg\" alt=\"\" class=\"wp-image-839\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":842,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2803075909.jpg\" alt=\"\" class=\"wp-image-842\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":840,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00061-2803075908.jpg\" alt=\"\" class=\"wp-image-840\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":843,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00069-2803075908.jpg\" alt=\"\" class=\"wp-image-843\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":841,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00063-2803075906.jpg\" alt=\"\" class=\"wp-image-841\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":844,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-316698584.jpg\" alt=\"\" class=\"wp-image-844\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','publish','open','open','','stable-diffusion-variations-of-me','','','2024-07-24 08:39:36','2024-07-24 13:39:36','',0,'http://wp.local/?p=752',0,'post','',0),(753,1,'2024-07-22 15:22:45','2024-07-22 20:22:45','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with Stable Diffusion while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-22 15:22:45','2024-07-22 20:22:45','',752,'http://wp.local/?p=753',0,'revision','',0),(755,1,'2024-07-22 15:27:08','2024-07-22 20:27:08','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"id\":702,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/jpt-ai.png\" alt=\"\" class=\"wp-image-702\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-22 15:27:08','2024-07-22 20:27:08','',752,'http://wp.local/?p=755',0,'revision','',0),(756,1,'2024-02-24 16:10:53','2024-02-24 22:10:53','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image 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class=\"wp-image-850\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Nature','','publish','open','open','','nature','','','2024-07-24 08:25:50','2024-07-24 13:25:50','',0,'http://wp.local/?p=756',0,'post','',0),(757,1,'2024-07-22 16:10:53','2024-07-22 21:10:53','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"id\":628,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-28-2.jpg\" alt=\"\" class=\"wp-image-628\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":630,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-20-2.jpg\" alt=\"\" class=\"wp-image-630\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image 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{\"id\":655,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/06/2024-06-22-1.png\" alt=\"\" class=\"wp-image-655\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Nature','','inherit','closed','closed','','756-revision-v1','','','2024-07-22 16:10:53','2024-07-22 21:10:53','',756,'http://wp.local/?p=757',0,'revision','',0),(758,1,'2024-07-21 16:26:04','2024-07-21 21:26:04','<!-- wp:paragraph -->\n<p>to be written</p>\n<!-- /wp:paragraph -->','Using LangChain with Multiple Generative AI Endpoints','','draft','open','open','','using-langchain-to-work-with-multiple-generative-ai-endpoints','','','2024-07-23 18:09:17','2024-07-23 23:09:17','',0,'http://wp.local/?p=758',0,'post','',0),(759,1,'2024-07-22 16:26:04','2024-07-22 21:26:04','','Using LangChain to work with multiple generative AI Endpoints','','inherit','closed','closed','','758-revision-v1','','','2024-07-22 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Look for the chatbot that\'s part of this site to leverage other LLMs such as Claude, Gemini, Llama, etc soon. 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class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img 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-->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":782,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00022-2114354641.jpg\" alt=\"\" class=\"wp-image-782\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-22 23:13:11','2024-07-23 04:13:11','',752,'http://wp.local/?p=811',0,'revision','',0),(812,1,'2024-07-22 23:17:29','2024-07-23 04:17:29','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00359-290249398.jpg\" alt=\"\" class=\"wp-image-797\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":793,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00350-2191049341.jpg\" alt=\"\" class=\"wp-image-793\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":796,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00358-290249397.jpg\" alt=\"\" class=\"wp-image-796\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":795,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":782,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00022-2114354641.jpg\" alt=\"\" class=\"wp-image-782\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-22 23:17:29','2024-07-23 04:17:29','',752,'http://wp.local/?p=812',0,'revision','',0),(813,1,'2024-07-23 09:26:16','2024-07-23 14:26:16','','2024-07-23','','inherit','open','closed','','2024-07-23','','','2024-07-23 09:26:16','2024-07-23 14:26:16','',0,'http://wp.local/wp-content/uploads/2024/07/2024-07-23.jpg',0,'attachment','image/jpeg',0),(814,1,'2024-07-23 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{\"lightbox\":{\"enabled\":true},\"id\":822,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-16.jpg\" alt=\"\" class=\"wp-image-822\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":823,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-18.jpg\" alt=\"\" class=\"wp-image-823\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":820,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-12.jpg\" alt=\"\" class=\"wp-image-820\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":821,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-15.jpg\" alt=\"\" class=\"wp-image-821\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":819,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-11.jpg\" alt=\"\" class=\"wp-image-819\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":817,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-7-1024x585.jpg\" alt=\"\" class=\"wp-image-817\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":816,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-6.jpg\" alt=\"\" class=\"wp-image-816\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":815,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-4.jpg\" alt=\"\" class=\"wp-image-815\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":814,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-2.jpg\" alt=\"\" class=\"wp-image-814\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":813,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-1024x585.jpg\" alt=\"\" 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{\"lightbox\":{\"enabled\":true},\"id\":332,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-09-02-1-65023d7ead662-0-0.png\" alt=\"\" class=\"wp-image-332\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":851,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-20.jpg\" alt=\"\" class=\"wp-image-851\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Spaceships','','publish','open','open','','spaceships','','','2024-07-23 19:05:22','2024-07-24 00:05:22','',0,'http://wp.local/?p=869',0,'post','',0),(870,1,'2024-07-23 15:03:24','2024-07-23 20:03:24','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"id\":860,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-06-18.jpg\" alt=\"\" class=\"wp-image-860\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":859,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-06-11-1024x585.jpg\" alt=\"\" class=\"wp-image-859\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":857,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-29-3.jpg\" alt=\"\" class=\"wp-image-857\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":858,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-29-4.jpg\" alt=\"\" class=\"wp-image-858\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":853,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26.jpg\" alt=\"\" class=\"wp-image-853\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":487,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/04/2024-04-19-2.png\" alt=\"\" class=\"wp-image-487\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":454,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/03/2023-07-29-3-0.png\" alt=\"\" class=\"wp-image-454\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":453,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/03/2023-07-11-12.png\" alt=\"\" class=\"wp-image-453\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":332,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-09-02-1-65023d7ead662-0-0.png\" alt=\"\" class=\"wp-image-332\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":851,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-20.jpg\" alt=\"\" class=\"wp-image-851\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Spaceships','','inherit','closed','closed','','869-revision-v1','','','2024-07-23 15:03:24','2024-07-23 20:03:24','',869,'http://wp.local/?p=870',0,'revision','',0),(872,1,'2024-07-23 15:05:19','2024-07-23 20:05:19','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":860,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-06-18.jpg\" alt=\"\" class=\"wp-image-860\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":859,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-06-11-1024x585.jpg\" alt=\"\" class=\"wp-image-859\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":857,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-29-3.jpg\" alt=\"\" class=\"wp-image-857\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":858,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-29-4.jpg\" alt=\"\" class=\"wp-image-858\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":853,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26.jpg\" alt=\"\" class=\"wp-image-853\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":487,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/04/2024-04-19-2.png\" alt=\"\" class=\"wp-image-487\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":454,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/03/2023-07-29-3-0.png\" alt=\"\" class=\"wp-image-454\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":453,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/03/2023-07-11-12.png\" alt=\"\" class=\"wp-image-453\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":332,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/02/2023-09-02-1-65023d7ead662-0-0.png\" alt=\"\" class=\"wp-image-332\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":851,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-20.jpg\" alt=\"\" class=\"wp-image-851\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Spaceships','','inherit','closed','closed','','869-revision-v1','','','2024-07-23 15:05:19','2024-07-23 20:05:19','',869,'http://wp.local/?p=872',0,'revision','',0),(874,1,'2024-07-23 15:14:38','2024-07-23 20:14:38','<!-- wp:paragraph -->\n<p>Using <a href=\"https://en.wikipedia.org/wiki/LangChain\">LangChain</a> to support a potentially unlimited number of <a href=\"https://en.wikipedia.org/wiki/Large_language_model\">Large Language Models</a> (LLMs) has tremendous advantages. Look for the chatbot that\'s part of this site to leverage other LLMs such as Claude, Gemini, Llama, etc soon.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->','Coming Soon: Multiple LLM Support','','inherit','closed','closed','','760-revision-v1','','','2024-07-23 15:14:38','2024-07-23 20:14:38','',760,'http://wp.local/?p=874',0,'revision','',0),(875,1,'2024-07-23 15:25:04','2024-07-23 20:25:04','<!-- wp:paragraph -->\n<p>Using <a href=\"https://en.wikipedia.org/wiki/LangChain\">LangChain</a> to support a potentially unlimited number of <a href=\"https://en.wikipedia.org/wiki/Large_language_model\">Large Language Models</a> (LLMs) has tremendous advantages. Look for the chatbot that\'s part of this site to leverage other LLMs such as Claude, Gemini, Llama, etc soon.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Some interesting scenarios:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Cross checking of material and responses for quizzes</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Conversations where another AI can be added by the user</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games pitting AI vs AI</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Characters in a game</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Coming Soon: Multiple LLM Support','','inherit','closed','closed','','760-revision-v1','','','2024-07-23 15:25:04','2024-07-23 20:25:04','',760,'http://wp.local/?p=875',0,'revision','',0),(877,1,'2024-07-23 16:13:32','2024-07-23 21:13:32','<!-- wp:paragraph -->\n<p>Using <a href=\"https://en.wikipedia.org/wiki/LangChain\">LangChain</a> to support a potentially unlimited number of <a href=\"https://en.wikipedia.org/wiki/Large_language_model\">Large Language Models</a> (LLMs) has tremendous advantages. Look for the chatbot that\'s part of this site to leverage other LLMs such as Claude, Gemini, Llama, etc soon. Combining diversity of </p>\n<!-- /wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Some interesting scenarios:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Cross checking of material and responses for quizzes</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Conversations where another AI can be added by the user</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games pitting AI vs AI</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Characters in a game</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->','Coming Soon: Multiple LLM Support','','inherit','closed','closed','','760-revision-v1','','','2024-07-23 16:13:32','2024-07-23 21:13:32','',760,'http://wp.local/?p=877',0,'revision','',0),(879,1,'2024-07-23 16:15:45','2024-07-23 21:15:45','<!-- wp:paragraph -->\n<p>to be written</p>\n<!-- /wp:paragraph -->','Using LangChain with Multiple Generative AI Endpoints','','inherit','closed','closed','','758-revision-v1','','','2024-07-23 16:15:45','2024-07-23 21:15:45','',758,'http://wp.local/?p=879',0,'revision','',0),(881,1,'2024-07-23 16:29:52','2024-07-23 21:29:52','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":846,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-2262484430.jpg\" alt=\"\" class=\"wp-image-846\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":837,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00033-814753408.jpeg\" alt=\"\" class=\"wp-image-837\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":836,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00021-2114354641.jpeg\" alt=\"\" class=\"wp-image-836\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":835,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00015-2114354641.jpeg\" alt=\"\" class=\"wp-image-835\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":847,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00127-783821005.jpg\" alt=\"\" class=\"wp-image-847\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":845,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-316698585.jpg\" alt=\"\" class=\"wp-image-845\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00359-290249398.jpg\" alt=\"\" class=\"wp-image-797\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":793,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00350-2191049341.jpg\" alt=\"\" class=\"wp-image-793\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":796,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00358-290249397.jpg\" alt=\"\" class=\"wp-image-796\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":795,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":848,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00154-2005235325.jpeg\" alt=\"\" class=\"wp-image-848\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":838,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00038-2320462722.jpeg\" alt=\"\" class=\"wp-image-838\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":842,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2803075909.jpg\" alt=\"\" class=\"wp-image-842\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":839,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00060-2803075907.jpg\" alt=\"\" class=\"wp-image-839\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":840,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00061-2803075908.jpg\" alt=\"\" class=\"wp-image-840\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":843,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00069-2803075908.jpg\" alt=\"\" class=\"wp-image-843\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":841,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00063-2803075906.jpg\" alt=\"\" class=\"wp-image-841\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":844,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-316698584.jpg\" alt=\"\" class=\"wp-image-844\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-23 16:29:52','2024-07-23 21:29:52','',752,'http://wp.local/?p=881',0,'revision','',0),(883,1,'2024-07-23 16:54:02','2024-07-23 21:54:02','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":846,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-2262484430.jpg\" alt=\"\" class=\"wp-image-846\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":837,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00033-814753408.jpeg\" alt=\"\" class=\"wp-image-837\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":836,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00021-2114354641.jpeg\" alt=\"\" class=\"wp-image-836\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":835,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00015-2114354641.jpeg\" alt=\"\" class=\"wp-image-835\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":847,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00127-783821005.jpg\" alt=\"\" class=\"wp-image-847\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":845,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-316698585.jpg\" alt=\"\" class=\"wp-image-845\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00359-290249398.jpg\" alt=\"\" class=\"wp-image-797\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":793,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00350-2191049341.jpg\" alt=\"\" class=\"wp-image-793\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":796,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00358-290249397.jpg\" alt=\"\" class=\"wp-image-796\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":795,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":848,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00154-2005235325.jpeg\" alt=\"\" class=\"wp-image-848\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":838,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00038-2320462722.jpeg\" alt=\"\" class=\"wp-image-838\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":839,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00060-2803075907.jpg\" alt=\"\" class=\"wp-image-839\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":842,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2803075909.jpg\" alt=\"\" class=\"wp-image-842\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":840,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00061-2803075908.jpg\" alt=\"\" class=\"wp-image-840\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":843,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00069-2803075908.jpg\" alt=\"\" class=\"wp-image-843\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":841,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00063-2803075906.jpg\" alt=\"\" class=\"wp-image-841\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":844,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-316698584.jpg\" alt=\"\" class=\"wp-image-844\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-23 16:54:02','2024-07-23 21:54:02','',752,'http://wp.local/?p=883',0,'revision','',0),(885,1,'2024-07-23 16:58:36','2024-07-23 21:58:36','<!-- wp:paragraph -->\n<p>As the title suggests, these I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":846,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-2262484430.jpg\" alt=\"\" class=\"wp-image-846\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":837,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00033-814753408.jpeg\" alt=\"\" class=\"wp-image-837\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":836,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00021-2114354641.jpeg\" alt=\"\" class=\"wp-image-836\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":835,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00015-2114354641.jpeg\" alt=\"\" class=\"wp-image-835\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":845,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-316698585.jpg\" alt=\"\" class=\"wp-image-845\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":847,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00127-783821005.jpg\" alt=\"\" class=\"wp-image-847\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00359-290249398.jpg\" alt=\"\" class=\"wp-image-797\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":793,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00350-2191049341.jpg\" alt=\"\" class=\"wp-image-793\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":796,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00358-290249397.jpg\" alt=\"\" class=\"wp-image-796\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":795,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":848,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00154-2005235325.jpeg\" alt=\"\" class=\"wp-image-848\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":838,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00038-2320462722.jpeg\" alt=\"\" class=\"wp-image-838\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":839,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00060-2803075907.jpg\" alt=\"\" class=\"wp-image-839\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":842,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2803075909.jpg\" alt=\"\" class=\"wp-image-842\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":840,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00061-2803075908.jpg\" alt=\"\" class=\"wp-image-840\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":843,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00069-2803075908.jpg\" alt=\"\" class=\"wp-image-843\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":841,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00063-2803075906.jpg\" alt=\"\" class=\"wp-image-841\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":844,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-316698584.jpg\" alt=\"\" class=\"wp-image-844\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-23 16:58:36','2024-07-23 21:58:36','',752,'http://wp.local/?p=885',0,'revision','',0),(887,1,'2024-07-23 17:13:52','2024-07-23 22:13:52','<!-- wp:paragraph -->\n<p>Using <a href=\"https://en.wikipedia.org/wiki/LangChain\">LangChain</a> to support a potentially unlimited number of <a href=\"https://en.wikipedia.org/wiki/Large_language_model\">Large Language Models</a> (LLMs) has tremendous advantages. Look for the chatbot that\'s part of this site to leverage other LLMs such as Claude, Gemini, Llama, etc soon. Combining diversity of</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>dev breakthru</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>agents</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li></li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p>Some interesting scenarios:</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li>Cross checking of material and responses for quizzes</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Conversations where another AI can be added by the user</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Games pitting AI vs AI</li>\n<!-- /wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Characters in a game</li>\n<!-- /wp:list-item --></ul>\n<!-- /wp:list -->\n\n<!-- wp:paragraph -->\n<p></p>\n<!-- /wp:paragraph -->','Coming Soon: Multiple LLM Support','','inherit','closed','closed','','760-revision-v1','','','2024-07-23 17:13:52','2024-07-23 22:13:52','',760,'http://wp.local/?p=887',0,'revision','',0),(888,1,'2024-07-23 17:45:06','2024-07-23 22:45:06','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well. \n\nAlso, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic. </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div><br />','Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude).','','trash','open','open','','__trashed-21','','','2024-07-23 17:45:06','2024-07-23 22:45:06','',0,'http://wp.local/?p=888',0,'post','',0),(889,1,'2024-07-23 17:55:13','2024-07-23 22:55:13','<!-- wp:paragraph -->\n<p>Note from John: The code in this article is untested.</p>\n<!-- /wp:paragraph -->\n\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well.</p>\n<p>Also, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write a PyTest for this code please.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>To write a PyTest for the provided FastAPI application that enables streaming chat messages asynchronously using LangChain and Pydantic, we need to incorporate a few components:</p>\n<ol>\n<li>A test client for FastAPI to interact with the WebSocket endpoint.</li>\n<li>Mocking or stubbing the LangChain components to simulate the behavior of the LLM without making actual API calls.</li>\n<li>Specific test cases to validate correct behavior under different scenarios.</li>\n</ol>\n<p>Here’s how you can set up a PyTest for the provided code:</p>\n<pre><code class=\"language-python\"># test_chat_api.py\nimport pytest\nfrom fastapi.testclient import TestClient\nfrom fastapi.websockets import WebSocketDisconnect\nfrom fastapi import WebSocket\nfrom unittest.mock import AsyncMock, patch\nfrom app import app # Assuming your FastAPI app is in a file named app.py\n\nclient = TestClient(app)\n\n@pytest.fixture(autouse=True)\ndef mock_langchain():\n with patch(\'langchain.models.OpenAI\', autospec=True) as MockOpenAI:\n mock_openai_instance = MockOpenAI.return_value\n mock_openai_instance.generate = AsyncMock(return_value="Mocked response")\n yield MockOpenAI\n\n@pytest.mark.asyncio\nasync def test_chat_endpoint():\n with client.websocket_connect("/chat") as websocket:\n # Simulate sending configuration\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n\n # Simulate sending a message\n websocket.send_text(\'{"role": "user", "content": "Hello, model!"}\')\n\n # Receive the response\n response = websocket.receive_text()\n assert response == "Mocked response"\n\n@pytest.mark.asyncio\nasync def test_chat_invalid_message_format():\n with client.websocket_connect("/chat") as websocket:\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n \n # Sending an invalid message (Invalid JSON)\n with pytest.raises(WebSocketDisconnect):\n websocket.send_text(\'Invalid JSON\')\n\n@pytest.mark.asyncio\nasync def test_chat_unconfigured_model():\n with client.websocket_connect("/chat") as websocket:\n # Simulate not sending configuration\n with pytest.raises(WebSocketDisconnect):\n await websocket.receive_text()\n\nif __name__ == "__main__":\n # Enable running the tests from the command line using `python test_chat_api.py`\n import sys\n import pytest\n sys.exit(pytest.main(["-v", "-s", __file__]))\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>Mocking <code>LangChain</code></strong>: We use <code>unittest.mock.patch</code> to mock the <code>OpenAI</code> model class from LangChain. This mock replaces the actual API calls with an async mock that returns a predetermined response.</li>\n<li><strong>Fixture Setup</strong>: The <code>mock_langchain</code> fixture automatically patches the <code>OpenAI</code> model during tests.</li>\n<li><strong>WebSocket Test Client</strong>: By using <code>TestClient</code> from FastAPI, we can interact with the WebSocket endpoint as if we\'re a real client.</li>\n<li><strong>Test Case <code>test_chat_endpoint</code></strong>: This test case establishes a WebSocket connection, sends the required configuration and a message, and asserts that the response matches the expected mocked response.</li>\n<li><strong>Test Case <code>test_chat_invalid_message_format</code></strong>: This test case sends an invalid message (invalid JSON) to test how the WebSocket endpoint handles incorrect message formats.</li>\n<li><strong>Test Case <code>test_chat_unconfigured_model</code></strong>: This test case validates the behavior when the model configuration is not provided by ensuring the WebSocket connection is disconnected.</li>\n</ol>\n<h3>Running the Tests</h3>\n<p>You can run these tests using the following command:</p>\n<pre><code class=\"language-bash\">pytest test_chat_api.py\n</code></pre>\n<p>This setup should comprehensively test different aspects of the WebSocket chat API, ensuring robust handling of configurations and message processing, while leveraging LangChain\'s functionality.</p>\n</div>','Using LangChain to Communicate with Different Large Language Models (LLMs)','','publish','open','open','','write-an-article-about-using-the-python-library-langchain-to-communicate-with-different-llms-for-example-chatgpt-and-claude','','','2024-07-24 07:51:40','2024-07-24 12:51:40','',0,'http://wp.local/?p=889',0,'post','',0),(890,1,'2024-07-23 17:45:06','2024-07-23 22:45:06','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well. \n\nAlso, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic. </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div><br />','Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude).','','inherit','closed','closed','','888-revision-v1','','','2024-07-23 17:45:06','2024-07-23 22:45:06','',888,'http://wp.local/?p=890',0,'revision','',0),(891,1,'2024-07-23 17:55:13','2024-07-23 22:55:13','<div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well. \n\nAlso, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic. </div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div><br /><div class=\"chat-message\"><div class=\"human-label\" style=\"font-weight:bold\">John:</div> Write a PyTest for this code please.</div><br /><div class=\"chat-message\"><div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div> <p>To write a PyTest for the provided FastAPI application that enables streaming chat messages asynchronously using LangChain and Pydantic, we need to incorporate a few components:</p>\n<ol>\n<li>A test client for FastAPI to interact with the WebSocket endpoint.</li>\n<li>Mocking or stubbing the LangChain components to simulate the behavior of the LLM without making actual API calls.</li>\n<li>Specific test cases to validate correct behavior under different scenarios.</li>\n</ol>\n<p>Here’s how you can set up a PyTest for the provided code:</p>\n<pre><code class=\"language-python\"># test_chat_api.py\nimport pytest\nfrom fastapi.testclient import TestClient\nfrom fastapi.websockets import WebSocketDisconnect\nfrom fastapi import WebSocket\nfrom unittest.mock import AsyncMock, patch\nfrom app import app # Assuming your FastAPI app is in a file named app.py\n\nclient = TestClient(app)\n\n@pytest.fixture(autouse=True)\ndef mock_langchain():\n with patch(\'langchain.models.OpenAI\', autospec=True) as MockOpenAI:\n mock_openai_instance = MockOpenAI.return_value\n mock_openai_instance.generate = AsyncMock(return_value="Mocked response")\n yield MockOpenAI\n\n@pytest.mark.asyncio\nasync def test_chat_endpoint():\n with client.websocket_connect("/chat") as websocket:\n # Simulate sending configuration\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n\n # Simulate sending a message\n websocket.send_text(\'{"role": "user", "content": "Hello, model!"}\')\n\n # Receive the response\n response = websocket.receive_text()\n assert response == "Mocked response"\n\n@pytest.mark.asyncio\nasync def test_chat_invalid_message_format():\n with client.websocket_connect("/chat") as websocket:\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n \n # Sending an invalid message (Invalid JSON)\n with pytest.raises(WebSocketDisconnect):\n websocket.send_text(\'Invalid JSON\')\n\n@pytest.mark.asyncio\nasync def test_chat_unconfigured_model():\n with client.websocket_connect("/chat") as websocket:\n # Simulate not sending configuration\n with pytest.raises(WebSocketDisconnect):\n await websocket.receive_text()\n\nif __name__ == "__main__":\n # Enable running the tests from the command line using `python test_chat_api.py`\n import sys\n import pytest\n sys.exit(pytest.main(["-v", "-s", __file__]))\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>Mocking <code>LangChain</code></strong>: We use <code>unittest.mock.patch</code> to mock the <code>OpenAI</code> model class from LangChain. This mock replaces the actual API calls with an async mock that returns a predetermined response.</li>\n<li><strong>Fixture Setup</strong>: The <code>mock_langchain</code> fixture automatically patches the <code>OpenAI</code> model during tests.</li>\n<li><strong>WebSocket Test Client</strong>: By using <code>TestClient</code> from FastAPI, we can interact with the WebSocket endpoint as if we\'re a real client.</li>\n<li><strong>Test Case <code>test_chat_endpoint</code></strong>: This test case establishes a WebSocket connection, sends the required configuration and a message, and asserts that the response matches the expected mocked response.</li>\n<li><strong>Test Case <code>test_chat_invalid_message_format</code></strong>: This test case sends an invalid message (invalid JSON) to test how the WebSocket endpoint handles incorrect message formats.</li>\n<li><strong>Test Case <code>test_chat_unconfigured_model</code></strong>: This test case validates the behavior when the model configuration is not provided by ensuring the WebSocket connection is disconnected.</li>\n</ol>\n<h3>Running the Tests</h3>\n<p>You can run these tests using the following command:</p>\n<pre><code class=\"language-bash\">pytest test_chat_api.py\n</code></pre>\n<p>This setup should comprehensively test different aspects of the WebSocket chat API, ensuring robust handling of configurations and message processing, while leveraging LangChain\'s functionality.</p>\n</div><br />','Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude).','','inherit','closed','closed','','889-revision-v1','','','2024-07-23 17:55:13','2024-07-23 22:55:13','',889,'http://wp.local/?p=891',0,'revision','',0),(893,1,'2024-07-23 18:06:45','2024-07-23 23:06:45','<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\nWrite an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well.\n\nAlso, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.\n\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\nLarge Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.\n<h3>What is LangChain?</h3>\nLangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.\n<h3>Benefits of Using LangChain</h3>\n<ol>\n <li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n <li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n <li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n <li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n <li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\nWhile LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:\n<ol>\n <li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n <li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n <li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n <li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\nBelow is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n <li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n <li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n <li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n <li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n <li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\nLangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.\n\n</div>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\nWrite a PyTest for this code please.\n\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\nTo write a PyTest for the provided FastAPI application that enables streaming chat messages asynchronously using LangChain and Pydantic, we need to incorporate a few components:\n<ol>\n <li>A test client for FastAPI to interact with the WebSocket endpoint.</li>\n <li>Mocking or stubbing the LangChain components to simulate the behavior of the LLM without making actual API calls.</li>\n <li>Specific test cases to validate correct behavior under different scenarios.</li>\n</ol>\nHere’s how you can set up a PyTest for the provided code:\n<pre><code class=\"language-python\"># test_chat_api.py\nimport pytest\nfrom fastapi.testclient import TestClient\nfrom fastapi.websockets import WebSocketDisconnect\nfrom fastapi import WebSocket\nfrom unittest.mock import AsyncMock, patch\nfrom app import app # Assuming your FastAPI app is in a file named app.py\n\nclient = TestClient(app)\n\n@pytest.fixture(autouse=True)\ndef mock_langchain():\n with patch(\'langchain.models.OpenAI\', autospec=True) as MockOpenAI:\n mock_openai_instance = MockOpenAI.return_value\n mock_openai_instance.generate = AsyncMock(return_value="Mocked response")\n yield MockOpenAI\n\n@pytest.mark.asyncio\nasync def test_chat_endpoint():\n with client.websocket_connect("/chat") as websocket:\n # Simulate sending configuration\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n\n # Simulate sending a message\n websocket.send_text(\'{"role": "user", "content": "Hello, model!"}\')\n\n # Receive the response\n response = websocket.receive_text()\n assert response == "Mocked response"\n\n@pytest.mark.asyncio\nasync def test_chat_invalid_message_format():\n with client.websocket_connect("/chat") as websocket:\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n \n # Sending an invalid message (Invalid JSON)\n with pytest.raises(WebSocketDisconnect):\n websocket.send_text(\'Invalid JSON\')\n\n@pytest.mark.asyncio\nasync def test_chat_unconfigured_model():\n with client.websocket_connect("/chat") as websocket:\n # Simulate not sending configuration\n with pytest.raises(WebSocketDisconnect):\n await websocket.receive_text()\n\nif __name__ == "__main__":\n # Enable running the tests from the command line using `python test_chat_api.py`\n import sys\n import pytest\n sys.exit(pytest.main(["-v", "-s", __file__]))\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n <li><strong>Mocking <code>LangChain</code></strong>: We use <code>unittest.mock.patch</code> to mock the <code>OpenAI</code> model class from LangChain. This mock replaces the actual API calls with an async mock that returns a predetermined response.</li>\n <li><strong>Fixture Setup</strong>: The <code>mock_langchain</code> fixture automatically patches the <code>OpenAI</code> model during tests.</li>\n <li><strong>WebSocket Test Client</strong>: By using <code>TestClient</code> from FastAPI, we can interact with the WebSocket endpoint as if we\'re a real client.</li>\n <li><strong>Test Case <code>test_chat_endpoint</code></strong>: This test case establishes a WebSocket connection, sends the required configuration and a message, and asserts that the response matches the expected mocked response.</li>\n <li><strong>Test Case <code>test_chat_invalid_message_format</code></strong>: This test case sends an invalid message (invalid JSON) to test how the WebSocket endpoint handles incorrect message formats.</li>\n <li><strong>Test Case <code>test_chat_unconfigured_model</code></strong>: This test case validates the behavior when the model configuration is not provided by ensuring the WebSocket connection is disconnected.</li>\n</ol>\n<h3>Running the Tests</h3>\nYou can run these tests using the following command:\n<pre><code class=\"language-bash\">pytest test_chat_api.py\n</code></pre>\nThis setup should comprehensively test different aspects of the WebSocket chat API, ensuring robust handling of configurations and message processing, while leveraging LangChain\'s functionality.\n\n</div>','Using LangChain to Communicate with Different Large Language Models (LLMs)','','inherit','closed','closed','','889-revision-v1','','','2024-07-23 18:06:45','2024-07-23 23:06:45','',889,'http://wp.local/?p=893',0,'revision','',0),(895,1,'2024-07-23 18:12:54','2024-07-23 23:12:54','<!-- wp:paragraph -->\n<p>Note from John: The code below is untested.</p>\n<!-- /wp:paragraph -->\n\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well.</p>\n<p>Also, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write a PyTest for this code please.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>To write a PyTest for the provided FastAPI application that enables streaming chat messages asynchronously using LangChain and Pydantic, we need to incorporate a few components:</p>\n<ol>\n<li>A test client for FastAPI to interact with the WebSocket endpoint.</li>\n<li>Mocking or stubbing the LangChain components to simulate the behavior of the LLM without making actual API calls.</li>\n<li>Specific test cases to validate correct behavior under different scenarios.</li>\n</ol>\n<p>Here’s how you can set up a PyTest for the provided code:</p>\n<pre><code class=\"language-python\"># test_chat_api.py\nimport pytest\nfrom fastapi.testclient import TestClient\nfrom fastapi.websockets import WebSocketDisconnect\nfrom fastapi import WebSocket\nfrom unittest.mock import AsyncMock, patch\nfrom app import app # Assuming your FastAPI app is in a file named app.py\n\nclient = TestClient(app)\n\n@pytest.fixture(autouse=True)\ndef mock_langchain():\n with patch(\'langchain.models.OpenAI\', autospec=True) as MockOpenAI:\n mock_openai_instance = MockOpenAI.return_value\n mock_openai_instance.generate = AsyncMock(return_value="Mocked response")\n yield MockOpenAI\n\n@pytest.mark.asyncio\nasync def test_chat_endpoint():\n with client.websocket_connect("/chat") as websocket:\n # Simulate sending configuration\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n\n # Simulate sending a message\n websocket.send_text(\'{"role": "user", "content": "Hello, model!"}\')\n\n # Receive the response\n response = websocket.receive_text()\n assert response == "Mocked response"\n\n@pytest.mark.asyncio\nasync def test_chat_invalid_message_format():\n with client.websocket_connect("/chat") as websocket:\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n \n # Sending an invalid message (Invalid JSON)\n with pytest.raises(WebSocketDisconnect):\n websocket.send_text(\'Invalid JSON\')\n\n@pytest.mark.asyncio\nasync def test_chat_unconfigured_model():\n with client.websocket_connect("/chat") as websocket:\n # Simulate not sending configuration\n with pytest.raises(WebSocketDisconnect):\n await websocket.receive_text()\n\nif __name__ == "__main__":\n # Enable running the tests from the command line using `python test_chat_api.py`\n import sys\n import pytest\n sys.exit(pytest.main(["-v", "-s", __file__]))\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>Mocking <code>LangChain</code></strong>: We use <code>unittest.mock.patch</code> to mock the <code>OpenAI</code> model class from LangChain. This mock replaces the actual API calls with an async mock that returns a predetermined response.</li>\n<li><strong>Fixture Setup</strong>: The <code>mock_langchain</code> fixture automatically patches the <code>OpenAI</code> model during tests.</li>\n<li><strong>WebSocket Test Client</strong>: By using <code>TestClient</code> from FastAPI, we can interact with the WebSocket endpoint as if we\'re a real client.</li>\n<li><strong>Test Case <code>test_chat_endpoint</code></strong>: This test case establishes a WebSocket connection, sends the required configuration and a message, and asserts that the response matches the expected mocked response.</li>\n<li><strong>Test Case <code>test_chat_invalid_message_format</code></strong>: This test case sends an invalid message (invalid JSON) to test how the WebSocket endpoint handles incorrect message formats.</li>\n<li><strong>Test Case <code>test_chat_unconfigured_model</code></strong>: This test case validates the behavior when the model configuration is not provided by ensuring the WebSocket connection is disconnected.</li>\n</ol>\n<h3>Running the Tests</h3>\n<p>You can run these tests using the following command:</p>\n<pre><code class=\"language-bash\">pytest test_chat_api.py\n</code></pre>\n<p>This setup should comprehensively test different aspects of the WebSocket chat API, ensuring robust handling of configurations and message processing, while leveraging LangChain\'s functionality.</p>\n</div>','Using LangChain to Communicate with Different Large Language Models (LLMs)','','inherit','closed','closed','','889-revision-v1','','','2024-07-23 18:12:54','2024-07-23 23:12:54','',889,'http://wp.local/?p=895',0,'revision','',0),(896,1,'2024-07-23 18:13:30','2024-07-23 23:13:30','<!-- wp:paragraph -->\n<p>Note from John: The code in this article is untested.</p>\n<!-- /wp:paragraph -->\n\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write an article about using the Python library LangChain to communicate with different LLMs (for example, ChatGPT and Claude). Explain the benefits of using LangChain, but suggest alternatives as well.</p>\n<p>Also, provide a complete coding example in Python that demonstrates setting up a FastApi router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<h2>Using LangChain to Communicate with Different Large Language Models (LLMs)</h2>\n<h3>Introduction</h3>\n<p>Large Language Models (LLMs) like OpenAI\'s ChatGPT and Anthropic\'s Claude have revolutionized automated natural language processing. These models can generate human-like text, answer questions, and even hold conversations. But navigating through different APIs and integrating them into your applications can be a daunting task. Enter LangChain, a Python library designed to simplify this process.</p>\n<h3>What is LangChain?</h3>\n<p>LangChain is a Python library that acts as a middleware, abstracting the intricacies of communicating with different LLMs. It provides a unified interface for various models, streamlining the process of querying and managing responses from these powerful tools.</p>\n<h3>Benefits of Using LangChain</h3>\n<ol>\n<li><strong>Unified Interface</strong>: LangChain offers a consistent API, making it easier to interact with multiple LLMs without having to adapt your code for each one.</li>\n<li><strong>Extensibility</strong>: The library is designed to be easily extendable, allowing developers to plug in new models and functionalities with minimal effort.</li>\n<li><strong>Concurrency</strong>: LangChain supports asynchronous communication, making it suitable for high-performance applications.</li>\n<li><strong>Error Handling</strong>: It provides consistent error handling across different models, reducing the complexity of exception management.</li>\n<li><strong>Community and Documentation</strong>: The library is backed by an active community and comes with comprehensive documentation, making it easier for newcomers to get started.</li>\n</ol>\n<h3>Alternatives to LangChain</h3>\n<p>While LangChain offers several benefits, it\'s crucial to explore alternatives to ensure it fits your specific requirements:</p>\n<ol>\n<li><strong>Direct API Integration</strong>: Interact directly with the APIs provided by the LLMs. This approach offers more control but requires handling different architectures and response formats.</li>\n<li><strong>OpenAI\'s SDK</strong>: If you\'re primarily using OpenAI\'s models, their SDK offers a rich feature set tailored specifically for their services.</li>\n<li><strong>Hugging Face Transformers</strong>: A versatile library that supports a wide range of models and provides utilities for model training and deployment.</li>\n<li><strong>GPT-3 Wrapper</strong>: A simpler Python wrapper for the OpenAI API, suitable for smaller projects with fewer requirements.</li>\n</ol>\n<h3>Example: Asynchronous API for Streaming Chat Messages Using LangChain and FastAPI</h3>\n<p>Below is a complete coding example showing how to set up a FastAPI router to provide an API for streaming chat messages asynchronously using LangChain and Pydantic.</p>\n<pre><code class=\"language-python\">from fastapi import FastAPI, WebSocket, APIRouter\nfrom pydantic import BaseModel\nimport asyncio\nimport langchain as lc\n\napp = FastAPI()\nrouter = APIRouter()\n\n# Sample `LangChain` configuration to interact with OpenAI\'s ChatGPT\nclass ChatConfig(BaseModel):\n model_name: str\n api_key: str\n\n# Define the schema for incoming WebSocket messages\nclass Message(BaseModel):\n role: str\n content: str\n\n@router.websocket("/chat")\nasync def chat_endpoint(websocket: WebSocket):\n await websocket.accept()\n chat_config = await websocket.receive_json()\n config = ChatConfig(**chat_config)\n \n chat = lc.models.OpenAI(model_name=config.model_name, api_key=config.api_key)\n\n try:\n while True:\n data = await websocket.receive_text()\n message = Message.parse_raw(data)\n # Process incoming messages\n if message.role == \'user\':\n response = await chat.generate(message.content)\n await websocket.send_text(response)\n except Exception as e:\n await websocket.send_text(str(e))\n finally:\n await websocket.close()\n\n# Add the router to the app\napp.include_router(router)\n\nif __name__ == "__main__":\n import uvicorn\n uvicorn.run(app, host="0.0.0.0", port=8000)\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>WebSocket Connection</strong>: The <code>@router.websocket("/chat")</code> decorator sets up a WebSocket endpoint for real-time communication.</li>\n<li><strong>Configuration Schema</strong>: <code>ChatConfig</code> and <code>Message</code> classes, defined using Pydantic, ensure the incoming configuration and message payloads adhere to expected structures.</li>\n<li><strong>LangChain Integration</strong>: An instance of an <code>OpenAI</code> model from LangChain is created using the received configuration.</li>\n<li><strong>Asynchronous Communication</strong>: The <code>while True</code> loop continuously waits for incoming WebSocket messages and processes them asynchronously.</li>\n<li><strong>Error Handling</strong>: The try-except block ensures that any exception during the message processing is sent back to the client, and the connection is gracefully closed.</li>\n</ol>\n<h3>Conclusion</h3>\n<p>LangChain simplifies the interaction with multiple LLMs by providing a unified interface, enhancing error handling, and supporting concurrency. While it\'s a powerful tool for integrating LLMs, alternatives like direct API integration, OpenAI\'s SDK, and Hugging Face Transformers may better suit specific needs. The example provided demonstrates how easily LangChain can be integrated with FastAPI to set up an asynchronous chat API, making it an excellent choice for modern web applications.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p>Write a PyTest for this code please.</p>\n</div>\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>To write a PyTest for the provided FastAPI application that enables streaming chat messages asynchronously using LangChain and Pydantic, we need to incorporate a few components:</p>\n<ol>\n<li>A test client for FastAPI to interact with the WebSocket endpoint.</li>\n<li>Mocking or stubbing the LangChain components to simulate the behavior of the LLM without making actual API calls.</li>\n<li>Specific test cases to validate correct behavior under different scenarios.</li>\n</ol>\n<p>Here’s how you can set up a PyTest for the provided code:</p>\n<pre><code class=\"language-python\"># test_chat_api.py\nimport pytest\nfrom fastapi.testclient import TestClient\nfrom fastapi.websockets import WebSocketDisconnect\nfrom fastapi import WebSocket\nfrom unittest.mock import AsyncMock, patch\nfrom app import app # Assuming your FastAPI app is in a file named app.py\n\nclient = TestClient(app)\n\n@pytest.fixture(autouse=True)\ndef mock_langchain():\n with patch(\'langchain.models.OpenAI\', autospec=True) as MockOpenAI:\n mock_openai_instance = MockOpenAI.return_value\n mock_openai_instance.generate = AsyncMock(return_value="Mocked response")\n yield MockOpenAI\n\n@pytest.mark.asyncio\nasync def test_chat_endpoint():\n with client.websocket_connect("/chat") as websocket:\n # Simulate sending configuration\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n\n # Simulate sending a message\n websocket.send_text(\'{"role": "user", "content": "Hello, model!"}\')\n\n # Receive the response\n response = websocket.receive_text()\n assert response == "Mocked response"\n\n@pytest.mark.asyncio\nasync def test_chat_invalid_message_format():\n with client.websocket_connect("/chat") as websocket:\n websocket.send_json({\n "model_name": "gpt-3",\n "api_key": "fake-api-key"\n })\n \n # Sending an invalid message (Invalid JSON)\n with pytest.raises(WebSocketDisconnect):\n websocket.send_text(\'Invalid JSON\')\n\n@pytest.mark.asyncio\nasync def test_chat_unconfigured_model():\n with client.websocket_connect("/chat") as websocket:\n # Simulate not sending configuration\n with pytest.raises(WebSocketDisconnect):\n await websocket.receive_text()\n\nif __name__ == "__main__":\n # Enable running the tests from the command line using `python test_chat_api.py`\n import sys\n import pytest\n sys.exit(pytest.main(["-v", "-s", __file__]))\n</code></pre>\n<h3>Explanation</h3>\n<ol>\n<li><strong>Mocking <code>LangChain</code></strong>: We use <code>unittest.mock.patch</code> to mock the <code>OpenAI</code> model class from LangChain. This mock replaces the actual API calls with an async mock that returns a predetermined response.</li>\n<li><strong>Fixture Setup</strong>: The <code>mock_langchain</code> fixture automatically patches the <code>OpenAI</code> model during tests.</li>\n<li><strong>WebSocket Test Client</strong>: By using <code>TestClient</code> from FastAPI, we can interact with the WebSocket endpoint as if we\'re a real client.</li>\n<li><strong>Test Case <code>test_chat_endpoint</code></strong>: This test case establishes a WebSocket connection, sends the required configuration and a message, and asserts that the response matches the expected mocked response.</li>\n<li><strong>Test Case <code>test_chat_invalid_message_format</code></strong>: This test case sends an invalid message (invalid JSON) to test how the WebSocket endpoint handles incorrect message formats.</li>\n<li><strong>Test Case <code>test_chat_unconfigured_model</code></strong>: This test case validates the behavior when the model configuration is not provided by ensuring the WebSocket connection is disconnected.</li>\n</ol>\n<h3>Running the Tests</h3>\n<p>You can run these tests using the following command:</p>\n<pre><code class=\"language-bash\">pytest test_chat_api.py\n</code></pre>\n<p>This setup should comprehensively test different aspects of the WebSocket chat API, ensuring robust handling of configurations and message processing, while leveraging LangChain\'s functionality.</p>\n</div>','Using LangChain to Communicate with Different Large Language Models (LLMs)','','inherit','closed','closed','','889-revision-v1','','','2024-07-23 18:13:30','2024-07-23 23:13:30','',889,'http://wp.local/?p=896',0,'revision','',0),(899,1,'2024-07-23 22:32:42','2024-07-24 03:32:42','','2024-07-23-20','','inherit','open','closed','','2024-07-23-20','','','2024-07-23 22:32:42','2024-07-24 03:32:42','',0,'http://wp.local/wp-content/uploads/2024/07/2024-07-23-20.jpg',0,'attachment','image/jpeg',0),(900,1,'2024-07-23 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-->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-28.jpg\" alt=\"\" class=\"wp-image-906\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":903,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-26.jpg\" alt=\"\" class=\"wp-image-903\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":909,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-07-23-34.jpg\" alt=\"\" class=\"wp-image-909\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Guitars','','inherit','closed','closed','','904-revision-v1','','','2024-07-23 23:07:13','2024-07-24 04:07:13','',904,'http://wp.local/?p=911',0,'revision','',0),(913,1,'2024-07-23 23:15:36','2024-07-24 04:15:36','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":578,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-24.png\" alt=\"\" class=\"wp-image-578\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":852,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-24-1.jpg\" alt=\"\" class=\"wp-image-852\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":625,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-27-1.jpg\" alt=\"\" class=\"wp-image-625\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":623,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21-5.jpg\" alt=\"\" class=\"wp-image-623\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":620,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21.jpg\" alt=\"\" class=\"wp-image-620\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":854,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-1.jpg\" alt=\"\" class=\"wp-image-854\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":856,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-4.jpg\" alt=\"\" class=\"wp-image-856\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":618,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-27-2.jpg\" alt=\"\" class=\"wp-image-618\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":619,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-20-3.jpg\" alt=\"\" class=\"wp-image-619\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":624,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-27.jpg\" alt=\"\" class=\"wp-image-624\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":633,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-25-3.jpg\" alt=\"\" class=\"wp-image-633\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"id\":627,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-28-1.jpg\" alt=\"\" class=\"wp-image-627\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Miscellaneous','','inherit','closed','closed','','762-revision-v1','','','2024-07-23 23:15:36','2024-07-24 04:15:36','',762,'http://wp.local/?p=913',0,'revision','',0),(914,1,'2024-07-23 23:17:12','2024-07-24 04:17:12','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":578,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-24.png\" alt=\"\" class=\"wp-image-578\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":852,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-24-1.jpg\" alt=\"\" class=\"wp-image-852\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":625,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-27-1.jpg\" alt=\"\" class=\"wp-image-625\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":623,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21-5.jpg\" alt=\"\" class=\"wp-image-623\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":620,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21.jpg\" alt=\"\" class=\"wp-image-620\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":856,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-4.jpg\" alt=\"\" class=\"wp-image-856\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":618,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-27-2.jpg\" alt=\"\" class=\"wp-image-618\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":619,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-20-3.jpg\" alt=\"\" class=\"wp-image-619\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":624,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-27.jpg\" alt=\"\" class=\"wp-image-624\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":633,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-25-3.jpg\" alt=\"\" class=\"wp-image-633\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":627,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-28-1.jpg\" alt=\"\" class=\"wp-image-627\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Miscellaneous','','inherit','closed','closed','','762-revision-v1','','','2024-07-23 23:17:12','2024-07-24 04:17:12','',762,'http://wp.local/?p=914',0,'revision','',0),(915,1,'2024-07-23 23:18:17','2024-07-24 04:18:17','<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":578,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-24.png\" alt=\"\" class=\"wp-image-578\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":852,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-24-1.jpg\" alt=\"\" class=\"wp-image-852\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":623,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21-5.jpg\" alt=\"\" class=\"wp-image-623\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":620,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-21.jpg\" alt=\"\" class=\"wp-image-620\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":856,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-4.jpg\" alt=\"\" class=\"wp-image-856\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":618,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-27-2.jpg\" alt=\"\" class=\"wp-image-618\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":619,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-20-3.jpg\" alt=\"\" class=\"wp-image-619\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":624,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-27.jpg\" alt=\"\" class=\"wp-image-624\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":633,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-05-25-3.jpg\" alt=\"\" class=\"wp-image-633\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":627,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"http://wp.local/wp-content/uploads/2024/05/2024-04-28-1.jpg\" alt=\"\" class=\"wp-image-627\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Miscellaneous','','inherit','closed','closed','','762-revision-v1','','','2024-07-23 23:18:17','2024-07-24 04:18:17','',762,'http://wp.local/?p=915',0,'revision','',0),(917,1,'2024-07-24 08:29:46','2024-07-24 13:29:46','<!-- wp:paragraph -->\n<p>As the title suggests, I created these images with <a href=\"https://en.wikipedia.org/wiki/Stable_Diffusion\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion</a> while creating a logo of me. For a more realistic photo, see <a href=\"http://wp.local/about/\" data-type=\"page\" data-id=\"60\">here</a>.</p>\n<!-- /wp:paragraph -->\n\n<!-- wp:gallery {\"linkTo\":\"none\"} -->\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped\"><!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":786,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-2262484429.jpg\" alt=\"\" class=\"wp-image-786\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":846,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-2262484430.jpg\" alt=\"\" class=\"wp-image-846\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":785,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2762365636.jpg\" alt=\"\" class=\"wp-image-785\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":780,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00007-3940025425.jpg\" alt=\"\" class=\"wp-image-780\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":837,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00033-814753408.jpeg\" alt=\"\" class=\"wp-image-837\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":784,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00053-2559432966.jpg\" alt=\"\" class=\"wp-image-784\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":781,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00009-2114354660.jpg\" alt=\"\" class=\"wp-image-781\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":836,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00021-2114354641.jpeg\" alt=\"\" class=\"wp-image-836\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":835,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00015-2114354641.jpeg\" alt=\"\" class=\"wp-image-835\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":845,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00083-316698585.jpg\" alt=\"\" class=\"wp-image-845\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":847,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00127-783821005.jpg\" alt=\"\" class=\"wp-image-847\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":797,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00359-290249398.jpg\" alt=\"\" class=\"wp-image-797\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":793,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00350-2191049341.jpg\" alt=\"\" class=\"wp-image-793\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":796,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00358-290249397.jpg\" alt=\"\" class=\"wp-image-796\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":794,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00351-2241560811.jpg\" alt=\"\" class=\"wp-image-794\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":795,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00353-2241560813.jpg\" alt=\"\" class=\"wp-image-795\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":798,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00363-1309186772.jpg\" alt=\"\" class=\"wp-image-798\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":799,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00364-3794096258.jpg\" alt=\"\" class=\"wp-image-799\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":788,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00163-2033023050.jpg\" alt=\"\" class=\"wp-image-788\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":848,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00154-2005235325.jpeg\" alt=\"\" class=\"wp-image-848\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":791,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00317-1270499394.jpg\" alt=\"\" class=\"wp-image-791\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":792,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00328-3027606651.jpg\" alt=\"\" class=\"wp-image-792\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":789,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00265-3129529164.jpg\" alt=\"\" class=\"wp-image-789\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":790,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00311-2536825308.jpg\" alt=\"\" class=\"wp-image-790\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":783,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00027-1432262911.jpg\" alt=\"\" class=\"wp-image-783\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":838,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00038-2320462722.jpeg\" alt=\"\" class=\"wp-image-838\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":839,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00060-2803075907.jpg\" alt=\"\" class=\"wp-image-839\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":842,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00066-2803075909.jpg\" alt=\"\" class=\"wp-image-842\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":840,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00061-2803075908.jpg\" alt=\"\" class=\"wp-image-840\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":843,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00069-2803075908.jpg\" alt=\"\" class=\"wp-image-843\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":841,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00063-2803075906.jpg\" alt=\"\" class=\"wp-image-841\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":787,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00130-3240545992.jpg\" alt=\"\" class=\"wp-image-787\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:image {\"lightbox\":{\"enabled\":true},\"id\":844,\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-style-rounded\"><img src=\"http://wp.local/wp-content/uploads/2024/07/00082-316698584.jpg\" alt=\"\" class=\"wp-image-844\"/></figure>\n<!-- /wp:image --></figure>\n<!-- /wp:gallery -->','Stable Diffusion: Variations of Me','','inherit','closed','closed','','752-revision-v1','','','2024-07-24 08:29:46','2024-07-24 13:29:46','',752,'http://wp.local/?p=917',0,'revision','',0),(918,1,'2024-07-24 08:56:01','2024-07-24 13:56:01','<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"margin\":{\"top\":\"0\",\"bottom\":\"0\"},\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"}}},\"backgroundColor\":\"accent\",\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull has-accent-background-color has-background\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><!-- wp:columns {\"align\":\"wide\",\"style\":{\"spacing\":{\"blockGap\":{\"top\":\"var:preset|spacing|40\",\"left\":\"var:preset|spacing|50\"}}}} -->\n<div class=\"wp-block-columns alignwide\"><!-- wp:column {\"verticalAlignment\":\"stretch\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-stretch\" style=\"flex-basis:50%\"><!-- wp:group {\"style\":{\"dimensions\":{\"minHeight\":\"100%\"}},\"layout\":{\"type\":\"flex\",\"orientation\":\"vertical\",\"justifyContent\":\"stretch\",\"verticalAlignment\":\"space-between\"}} -->\n<div class=\"wp-block-group\" style=\"min-height:100%\"><!-- wp:paragraph {\"style\":{\"typography\":{\"lineHeight\":\"1.2\"}},\"fontSize\":\"x-large\",\"fontFamily\":\"heading\"} -->\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Welcome! This site contains articles, news, images, chat conversations and other content I created with help from my chatbot. I’m a software engineer and web developer living in Central Texas.<br><br>Feedback is appreciated! Full Chatbot demo upon request. I can be contacted via <a href=\"https://www.linkedin.com/in/johnturman/\">Linkedin</a>.<br><br>John</p>\n<!-- /wp:paragraph --></div>\n<!-- /wp:group --></div>\n<!-- /wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"50%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:50%\"><!-- wp:image {\"aspectRatio\":\"3/4\",\"scale\":\"cover\",\"sizeSlug\":\"large\",\"linkDestination\":\"none\",\"style\":{\"border\":{\"width\":\"1px\"}},\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large has-custom-border is-style-rounded\"><img src=\"/wp-content/uploads/jpt/image000003.JPG\" alt=\"\" style=\"border-width:1px;aspect-ratio:3/4;object-fit:cover\"/></figure>\n<!-- /wp:image --></div>\n<!-- /wp:column --></div>\n<!-- /wp:columns --></div>\n<!-- /wp:group -->\n\n<!-- wp:group {\"align\":\"full\",\"style\":{\"spacing\":{\"padding\":{\"top\":\"var:preset|spacing|50\",\"bottom\":\"var:preset|spacing|50\",\"left\":\"var:preset|spacing|50\",\"right\":\"var:preset|spacing|50\"},\"margin\":{\"top\":\"0\",\"bottom\":\"0\"}}},\"layout\":{\"type\":\"constrained\"}} -->\n<div class=\"wp-block-group alignfull\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"></div>\n<!-- /wp:group -->','About','','inherit','closed','closed','','60-revision-v1','','','2024-07-24 08:56:01','2024-07-24 13:56:01','',60,'http://wp.local/?p=918',0,'revision','',0),(921,1,'2024-07-25 13:25:17','2024-07-25 18:25:17','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong><br>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 43</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>You are correct!</p>\n<p><strong>Question 2:</strong><br>\nWho discovered Technetium?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> Perrier and Segre</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again!</p>\n<p><strong>Question 3:</strong><br>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> used as a radiopharmaceutical</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s correct!</p>\n<p><strong>Question 4:</strong><br>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 4.2 Million Years</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:image {\"id\":854,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-1.jpg\" alt=\"\" class=\"wp-image-854\"/></figure>\n<!-- /wp:image -->','(Quiz) Chemical Element: Technetium (Tc)','','inherit','closed','closed','','586-revision-v1','','','2024-07-25 13:25:17','2024-07-25 18:25:17','',586,'http://wp.local/?p=921',0,'revision','',0),(923,1,'2024-07-25 13:29:01','2024-07-25 18:29:01','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong><br>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 43</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>You are correct!</p>\n<p><strong>Question 2:</strong><br>\nWho discovered Technetium?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> Perrier and Segre</p></div>\n<!-- /wp:html -->\n\n<!-- wp:image {\"id\":854,\"width\":\"350px\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"align\":\"right\",\"className\":\"is-style-default\"} -->\n<figure class=\"wp-block-image alignright size-full is-resized is-style-default\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-1.jpg\" alt=\"\" class=\"wp-image-854\" style=\"width:350px\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again!</p>\n<p><strong>Question 3:</strong><br>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> used as a radiopharmaceutical</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s correct!</p>\n<p><strong>Question 4:</strong><br>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 4.2 Million Years</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div>\n<!-- /wp:html -->','(Quiz) Chemical Element: Technetium (Tc)','','inherit','closed','closed','','586-revision-v1','','','2024-07-25 13:29:01','2024-07-25 18:29:01','',586,'http://wp.local/?p=923',0,'revision','',0),(924,1,'2024-07-25 13:30:10','2024-07-25 18:30:10','<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p><strong>Element: Technetium (Tc)</strong></p>\n<table>\n<thead>\n<tr>\n<th>Property</th>\n<th>Value</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Symbol</td>\n<td>Tc</td>\n</tr>\n<tr>\n<td>Atomic Number</td>\n<td>43</td>\n</tr>\n<tr>\n<td>Atomic Weight</td>\n<td>98</td>\n</tr>\n<tr>\n<td>Group</td>\n<td>7</td>\n</tr>\n<tr>\n<td>Period</td>\n<td>5</td>\n</tr>\n<tr>\n<td>Block</td>\n<td>d-block</td>\n</tr>\n<tr>\n<td>Density</td>\n<td>11 g/cm³</td>\n</tr>\n<tr>\n<td>Appearance</td>\n<td>Silvery-gray metallic</td>\n</tr>\n</tbody>\n</table>\n<p>Technetium is unique because it was the first element to be artificially produced. It was discovered by Carlo Perrier and Emilio Segré in 1937 by isolating it from a sample of molybdenum that had been bombarded with deuterons. It is the lightest element that does not have stable isotopes; all of its isotopes are radioactive. The most stable isotope, Technetium-98, has a half-life of around 4.2 million years.</p>\n<p>Technetium is primarily used as a radiopharmaceutical for medical diagnostic imaging. In fact, the isotope Technetium-99m is especially valuable in the field of nuclear medicine due to its ideal physical and chemical properties. It helps doctors in imaging and functional studies of organs such as the brain, heart, and lungs through techniques like Single Photon Emission Computed Tomography (SPECT).</p>\n<p><strong>Question 1:</strong><br>\nWhat is the atomic number of Technetium (Tc)?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 43</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>You are correct!</p>\n<p><strong>Question 2:</strong><br>\nWho discovered Technetium?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> Perrier and Segre</p></div>\n<!-- /wp:html -->\n\n<!-- wp:image {\"id\":854,\"scale\":\"cover\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-default\"} -->\n<figure class=\"wp-block-image size-full is-style-default\"><img src=\"http://wp.local/wp-content/uploads/2024/07/2024-05-26-1.jpg\" alt=\"\" class=\"wp-image-854\" style=\"object-fit:cover\"/></figure>\n<!-- /wp:image -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Correct again!</p>\n<p><strong>Question 3:</strong><br>\nWhat is the primary use of the isotope Technetium-99m in medicine?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> used as a radiopharmaceutical</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>That\'s correct!</p>\n<p><strong>Question 4:</strong><br>\nWhat is the half-life of the most stable isotope of Technetium, Technetium-98?</p>\n</div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"human-label\" style=\"font-weight:bold\">John:</div>\n<p> 4.2 Million Years</p></div>\n<!-- /wp:html -->\n\n<!-- wp:html -->\n<div class=\"chat-message\">\n<div class=\"ai-label\" style=\"font-weight:bold\">Chatbot:</div>\n<p>Absolutely right!</p>\n<p>Would you like to study another element? If so, please let me know which one you are interested in or if you prefer I choose for you.</p>\n</div>\n<!-- /wp:html -->','(Quiz) Chemical Element: Technetium (Tc)','','inherit','closed','closed','','586-revision-v1','','','2024-07-25 13:30:10','2024-07-25 18:30:10','',586,'http://wp.local/?p=924',0,'revision','',0);
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