The Complete Agentic RAG Build: 8 Modules, 2+ Hours, Full Stack

The AI Automators ยท Beginner ยท๐Ÿค– AI Agents & Automation ยท3mo ago
๐Ÿ‘‰ Get access to our complete code files for Modules 3-8 & join hundreds of builders creating production-grade RAG systems in our community https://www.theaiautomators.com/?utm_source=youtube&utm_medium=video&utm_campaign=tutorial&utm_content=claude-code-rag In this comprehensive masterclass, we collaborate with Claude Code to build a full-featured Agentic RAG application from the ground up. No frameworks, no shortcuts โ€” just raw code and real-world implementation patterns. ๐Ÿ”— Get Started: GitHub Repo (PRD, Prompts & Full Setup): https://github.com/theaiautomators/claude-code-agentic-rag-masterclass Module 1 & 2 Code Files: https://drive.google.com/drive/folders/1jHdWmKSNOXRsA_Ga05stRlDFrA9pGAVw ๐ŸŽฏ What You'll Learn: โœ… Complete Agentic RAG architecture (React + Python + Supabase) โœ… Claude Code development workflow โ€” plan, build, validate, iterate โœ… Document ingestion with DocLing (PDFs, DOCX, PPTX, images) โœ… PG Vector embeddings with hybrid search & re-ranking โœ… Metadata extraction for precision filtering โœ… Text-to-SQL with database-level security โœ… Sub-agents for full document analysis โœ… Local model support (LM Studio, Qwen3) or cloud (OpenAI, OpenRouter) โœ… LangSmith observability for debugging your RAG pipeline โœ… Multi-user authentication with row-level security ๐Ÿ”— Links: Supabase: https://supabase.com/ DocLing: https://docling.io/ LangSmith: https://smith.langchain.com/ OpenRouter: https://openrouter.ai/ LM Studio: https://lmstudio.ai/ โฑ๏ธ Timestamps: 00:00:00 Intro 00:05:39 High Level Architecture 00:23:10 Module 1 - App Shell 00:51:51 Module 2 - RAG Ingestion 01:11:44 Module 3 & 4 - Records & Metadata 01:20:44 Module 5 & 6 - Docling & Hybrid Search 01:28:26 Module 7 - Additional Tools 01:36:31 Module 8 - RAG Sub-Agent ๐Ÿ’ฌ Questions or Comments? Where do you stand on this โ€” autonomous coding agents vs. actually collaborating and staying in the loop? Let me know below!
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Chapters (8)

Intro
5:39 High Level Architecture
23:10 Module 1 - App Shell
51:51 Module 2 - RAG Ingestion
1:11:44 Module 3 & 4 - Records & Metadata
1:20:44 Module 5 & 6 - Docling & Hybrid Search
1:28:26 Module 7 - Additional Tools
1:36:31 Module 8 - RAG Sub-Agent
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