[–] Senura 3d ago ↗ If your RAG retrieves the wrong chunks, your answer can be confidently wrong.And the LLM won't tell you.I built a practical LangGraph implementation that makes the RAG system check its retrieval, correct it, and retry when necessary.Free version: https://github.com/ChandulaSenevirathna/Agentic_RAGAdvanced version: https://chandula7.gumroad.com/l/Advanced_RAG_LangGraph_Patte...The advanced version includes Corrective RAG, Adaptive RAG, Human-in-the-Loop, Multi-Agent Supervisor, Parallel Fan-Out and Plan-and-Execute patterns.
3 comments of 5
[ 0.25 ms ] story [ 10.8 ms ] threadAnd the LLM won't tell you.
I built a practical LangGraph implementation that makes the RAG system check its retrieval, correct it, and retry when necessary.
Free version: https://github.com/ChandulaSenevirathna/Agentic_RAG
Advanced version: https://chandula7.gumroad.com/l/Advanced_RAG_LangGraph_Patte...
The advanced version includes Corrective RAG, Adaptive RAG, Human-in-the-Loop, Multi-Agent Supervisor, Parallel Fan-Out and Plan-and-Execute patterns.