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Awesome-Graph-RAG

Welcome to the Awesome Graph Retrieval-Augmented Generation(RAG) List! This repository is dedicated to curating a comprehensive list of papers and resources related to the fascinating and rapidly evolving field of graph retrieval-augmented generation.

  • From Local to Global: A Graph RAG Approach to Query-Focused Summarization

    • Darren Edge, Ha Trinh, Newman Cheng, Joshua Bradley, Alex Chao, Apurva Mody, Steven Truitt, Jonathan Larson
    • Paper
    • Website
    • Code
    • Microsoft

  • nano-graphrag

    • A simple, easy-to-hack GraphRAG implementation
    • Code

  • RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph

  • CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases

  • CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation