LangGraph-based modular Agentic RAG repo hits 4k stars with hierarchical indexing and self-correction
tom_doerr · x · 2026-09-12
The open-source repo agentic-rag-for-dummies (GiovanniPasq) builds a modular Agentic RAG system on LangGraph, now at 4k stars and 500+ forks on GitHub.
Key components:
- Hierarchical indexing for structured retrieval
- Conversation memory for multi-turn context
- Self-correction loops where the agent validates and retries retrieval
The repo is split into notebooks (step-by-step tutorials) and a full project, aimed at getting developers hands-on with RAG agents in minutes.
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