theaiautomators/claude-code-agentic-rag-series
235 stars · Last commit 2026-03-20
Planning docs and PRDs for the Claude Code Agentic RAG Masterclass video series. Build a full-stack AI app with Python, React, and Supabase.
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<p align="center"> <img src="https://camo.githubusercontent.com/1138aaf1a155173852824508a6185285eed3068a0d67284e5b444b391899e709/68747470733a2f2f7777772e74686561696175746f6d61746f72732e636f6d2f77702d636f6e74656e742f75706c6f6164732f323032352f30372f47726f75702d323635322e706e67" alt="The AI Automators" width="400"> </p> # Claude Code Agentic RAG Series A reference implementation and learning foundation for building **agentic RAG systems with AI coding tools**. This project was built collaboratively with Claude Code across multiple video episodes, where each episode adds new capabilities. This public repository contains the **PRDs, prompts, and planning documents** used to build each episode. <p align="center"> <img src="./image.png" alt="Claude Code RAG Masterclass" width="600"> </p> ## The Episodes | Episode | Title | What It Adds | |---------|-------|--------------| | [Episode 1](./ep1-agentic-rag-masterclass/) | **Agentic RAG Masterclass** | Full RAG foundation: chat UI, document ingestion, hybrid search, tool calling, sub-agents | | [Episode 2](./ep2-knowledgebase-video/) | **Knowledge Base Explorer** | Filesystem-like tools for hierarchical knowledge navigation |