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Building RefineRAG: A Practical Agentic RAG System That Checks Its Own Work

中文摘要

RefineRAG 利用 LangGraph 将传统 RAG 演化为具备检索、评估与生成的自我检查代理工作流,显著提升了系统的准确性与可追溯性。

English Summary

RefineRAG transforms standard RAG into a self-checking agentic workflow using LangGraph, incorporating retrieval, critique, and generation to enhance accuracy and traceability.

Original Excerpt

How a simple RAG pipeline became a traceable? It becomes self-checking agentic workflow with retrieval, critique, generation, LangGraph… Continue reading on Stackademic »