The Complete Agentic RAG Build: 8 Modules, 2+ Hours, Full Stack
๐ 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.
๐ 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
๐ฏ What You'll Learn:
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Complete Agentic RAG architecture (React + Python + Supabase)
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Claude Code development workflow โ plan, build, validate, iterate
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Document ingestion with DocLing (PDFs, DOCX, PPTX, images)
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PG Vector embeddings with hybrid search & re-ranking
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Metadata extraction for precision filtering
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Text-to-SQL with database-level security
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Sub-agents for full document analysis
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Local model support (LM Studio, Qwen3) or cloud (OpenAI, OpenRouter)
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LangSmith observability for debugging your RAG pipeline
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Multi-user authentication with row-level security
๐ Links:
Supabase: https://supabase.com/
DocLing: https://docling.io/
LangSmith: https://smith.langchain.com/
OpenRouter: https://openrouter.ai/
LM Studio: https://lmstudio.ai/
โฑ๏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
๐ฌ 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!
Watch on YouTube โ
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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
๐
Tutor Explanation
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