How To Build A Production Ready RAG AI - My Full AI Coding Workflow
Checkout Neon: https://get.neon.com/HALyXNV Checkout Vercel Workflows: https://vercel.plug.dev/wMxDguF Checkout CodeRabbit: https://www.coderabbit.ai/?utm_source=youtube&utm_medium=video&utm_campaign=coderabbit_june26&utm_term=webdevsimplified&dub_id=li2pPKNg5Sz8P8ey RAG (Retrieval Augmented Generation) is crucial to nearly every business. Knowing how to build your own RAG system will put you far ahead of most other job applicants. In this video I will not only show you how to build a complete RAG system, but I will also show you how go about building production ready applications with AI from scratch. 📚 Materials/References: GitHub Code: https://github.com/WebDevSimplified/video-blog-suggester-yt AI Sandbox Setup Video: https://youtu.be/7Z7ID5BbZU4 AI Skills Video: https://youtu.be/cxQLKsktiBA Local AI LM Studio Setup Video: https://youtu.be/UngVdAsQEiU 🌎 Find Me Here: My Blog: https://blog.webdevsimplified.com My Courses: https://courses.webdevsimplified.com Patreon: https://www.patreon.com/WebDevSimplified Twitter: https://twitter.com/DevSimplified Discord: https://discord.gg/7StTjnR GitHub: https://github.com/WebDevSimplified CodePen: https://codepen.io/WebDevSimplified ⏱️ Timestamps: 00:00:00 - Introduction 00:02:17 - Project Setup 00:08:23 - Project Planning 00:13:27 - Drizzle Setup 00:20:59 - Neon Setup 00:24:14 - Setup BetterAuth 00:44:46 - CodeRabbit Setup 00:47:51 - CodeRabbit Review 00:52:14 - RAG - Ingesting Blog Articles 01:23:17 - RAG - Article Chunking 01:32:13 - RAG - Embedding Text 01:40:00 - Vercel Workflow Testing 01:49:17 - CodeRabbit Local Review 01:58:03 - Search UI Implementation 01:59:49 - Securing Cron Jobs 02:03:29 - Search UI Continued 02:18:54 - RAG - Ingesting YouTube Videos 02:20:33 - YouTube API Setup 02:27:04 - UI CodeRabbit Review 02:31:32 - RAG - Ingesting YouTube Videos Continued 02:47:17 - Rate Limiting 02:55:25 - YouTube Ingest CodeRabbit Review 02:58:25 - Rate Limit Continued #AICoding #WDS #RAG