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

  • Paper

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

  • Paper

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

  • Paper