How To Build Your Own RAG AI System - Better Results Than Claude

Author: Web Dev Simplified - Bewertung: 43x - Views:337

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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



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⏱️ 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