{"id":5936,"date":"2025-05-21T10:56:52","date_gmt":"2025-05-21T15:56:52","guid":{"rendered":"https:\/\/frontendmasters.com\/blog\/?p=5936"},"modified":"2025-05-21T10:56:53","modified_gmt":"2025-05-21T15:56:53","slug":"cloudflare-autorag","status":"publish","type":"post","link":"https:\/\/frontendmasters.com\/blog\/cloudflare-autorag\/","title":{"rendered":"Cloudflare AutoRAG"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=JUFdbkiDN2U\">I enjoyed this video<\/a> from Kristian Freeman from Cloudflare on building something quickly with <a href=\"https:\/\/blog.cloudflare.com\/introducing-autorag-on-cloudflare\/\">their AutoRAG feature<\/a>. RAG (Retrieval-Augmented Generation), as I understand it, means that you&#8217;re going to ask an AI model a question, but you want that answer informed by a whole corpus of documents. As in, ask the question <em>&#8220;how do I animate a line like it&#8217;s being drawn?&#8221;<\/em> and have it be informed by every single blog post I&#8217;ve ever written. This feature means you can chuck those blog posts in an R2 bucket and with a bit of setup it does the rest. Feels like how this stuff ought to work. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>I enjoyed this video from Kristian Freeman from Cloudflare on building something quickly with their AutoRAG feature. RAG (Retrieval-Augmented Generation), as I understand it, means that you&#8217;re going to ask an AI model a question, but you want that answer informed by a whole corpus of documents. As in, ask the question &#8220;how do I [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5937,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"sig_custom_text":"","sig_image_type":"featured-image","sig_custom_image":0,"sig_is_disabled":false,"inline_featured_image":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[104,334,349],"class_list":["post-5936","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-the-beat","tag-ai","tag-cloudflare","tag-rag"],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/frontendmasters.com\/blog\/wp-content\/uploads\/2025\/05\/rag.png?fit=2386%2C1404&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/posts\/5936","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/comments?post=5936"}],"version-history":[{"count":1,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/posts\/5936\/revisions"}],"predecessor-version":[{"id":5938,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/posts\/5936\/revisions\/5938"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/media\/5937"}],"wp:attachment":[{"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/media?parent=5936"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/categories?post=5936"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/frontendmasters.com\/blog\/wp-json\/wp\/v2\/tags?post=5936"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}