{"id":139810,"date":"2025-08-19T00:05:15","date_gmt":"2025-08-19T00:05:15","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/fastapi-with-llm-and-database-beginner-tutorial\/"},"modified":"2025-08-19T00:05:15","modified_gmt":"2025-08-19T00:05:15","slug":"fastapi-with-llm-and-database-beginner-tutorial","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/fastapi-with-llm-and-database-beginner-tutorial\/","title":{"rendered":"FastAPI with LLM and Database Beginner Tutorial"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/_NlY0zlcC6Q?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>How to use FastAPI with and LLM and database.  The SQL database query is sent to the LLM. This is one of basic skills for AI app development for businesses.  You can combine your SQL query skills with the power of AI analysis to find trends.<\/p>\n<p>This tutorial uses a free, open source bundle with FastAPI, SQLAdmin, and SQLModel, TailwindCSS, HTMX, DaisyUI, and AlpineJS.<br \/>\nInstallation of the stack: <a href=\"https:\/\/youtu.be\/_P9p0BGO64Q\" target=\"_blank\">https:\/\/youtu.be\/_P9p0BGO64Q<\/a><\/p>\n<p>Repo for starting point is here: <a href=\"https:\/\/github.com\/Oppkey\/fastopp\" target=\"_blank\">https:\/\/github.com\/Oppkey\/fastopp<\/a><br \/>\nEnding point of tutorial is here: <a href=\"https:\/\/github.com\/Oppkey\/fastopp-simple-ai-db-tutorial\" target=\"_blank\">https:\/\/github.com\/Oppkey\/fastopp-simple-ai-db-tutorial<\/a><\/p>\n<p>LLM <a href=\"https:\/\/openrouter.ai\/\" target=\"_blank\">https:\/\/openrouter.ai\/<\/a><br \/>\nCheap models: <a href=\"https:\/\/openrouter.ai\/models?max_price=0.1\" target=\"_blank\">https:\/\/openrouter.ai\/models?max_price=0.1<\/a><br \/>\nThe paid model I&#8217;m using:<br \/>\n<a href=\"https:\/\/openrouter.ai\/meta-llama\/llama-3.3-70b-instruct\" target=\"_blank\">https:\/\/openrouter.ai\/meta-llama\/llama-3.3-70b-instruct<\/a><br \/>\nThe free version is: <a href=\"https:\/\/openrouter.ai\/meta-llama\/llama-3.3-70b-instruct:\" target=\"_blank\">https:\/\/openrouter.ai\/meta-llama\/llama-3.3-70b-instruct: <\/a>free<\/p>\n<p>This tutorial is intended for education only and is not meant for deployment by a business.<\/p>\n<p>&#8211; Free FastAPI Deployment &#8211; No Credit Card &#8211; Railway <a href=\"https:\/\/youtu.be\/7vxroD-tyo8\" target=\"_blank\">https:\/\/youtu.be\/7vxroD-tyo8<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How to use FastAPI with and LLM and database. The SQL database query is sent to the LLM. This is one of basic skills for AI app development for businesses. You can combine your SQL query skills with the power of AI analysis to find trends. This tutorial uses a free, open source bundle with FastAPI, SQLAdmin, and SQLModel, TailwindCSS, HTMX, DaisyUI, and AlpineJS. Installation of the stack: https:\/\/youtu.be\/_P9p0BGO64Q Repo&#8230;<\/p>\n","protected":false},"author":1,"featured_media":139811,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-139810","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>FastAPI with LLM and Database Beginner Tutorial - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/fastapi-with-llm-and-database-beginner-tutorial\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FastAPI with LLM and Database Beginner Tutorial - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"How to use FastAPI with and LLM and database. The SQL database query is sent to the LLM. This is one of basic skills for AI app development for businesses. You can combine your SQL query skills with the power of AI analysis to find trends. This tutorial uses a free, open source bundle with FastAPI, SQLAdmin, and SQLModel, TailwindCSS, HTMX, DaisyUI, and AlpineJS. 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