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@graphrag GraphRAG

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    16 repositories

    • ms-graphrag

      Public
      A modular graph-based Retrieval-Augmented Generation (RAG) system
      Python
      •
      MIT License
      •2.7k•9•0•1•Updated May 22, 2025May 22, 2025

    • graphrag.github.io

      Public
      GraphRAG access patterns and knowledge graph modeling
      neo4jknowledge-graphgenaigraphrag
      Astro
      •
      Creative Commons Attribution 4.0 International
      •12•31•10•0•Updated May 6, 2025May 6, 2025

    • graphrag-chat

      Public
      Python
      •2•2•0•0•Updated May 5, 2025May 5, 2025

    • KARMA

      Public
      Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
      Python
      •7•1•0•0•Updated Mar 11, 2025Mar 11, 2025

    • graphiti

      Public
      Build and query dynamic, temporally-aware Knowledge Graphs
      Python
      •
      Apache License 2.0
      •953•0•0•0•Updated Feb 25, 2025Feb 25, 2025

    • CatColab

      Public
      A collaborative environment for formal, interoperable, conceptual modeling
      Rust
      •
      MIT License
      •21•1•0•0•Updated Feb 25, 2025Feb 25, 2025

    • awesome-graphrag

      Public
      A curated list of GraphRAG, Knowledge Graph, and other graphy GenAI resources
      2•16•0•0•Updated Feb 11, 2025Feb 11, 2025

    • fast-graphrag

      Public
      RAG that intelligently adapts to your use case, data, and queries
      Python
      •
      MIT License
      •195•0•0•0•Updated Dec 23, 2024Dec 23, 2024

    • tree-sitter-gram

      Public
      Tree-sitter based grammar and parser for gram, a graph serialization format
      JavaScript
      •
      MIT License
      •1•0•0•0•Updated Dec 20, 2024Dec 20, 2024

    • SimGRAG

      Public
      Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"
      Python
      •16•0•0•0•Updated Dec 17, 2024Dec 17, 2024

    • semantic_backprop

      Public
      Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖
      Python
      •
      MIT License
      •7•0•0•0•Updated Dec 6, 2024Dec 6, 2024

    • .github

      Public
      A collection of resources around GraphRAG a set of advanced GenAI RAG (Retrieval Augmented Generation) patterns.
      0•0•0•0•Updated Nov 28, 2024Nov 28, 2024

    • Loong

      Public
      [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
      Python
      •
      Apache License 2.0
      •10•0•0•0•Updated Nov 9, 2024Nov 9, 2024

    • HippoRAG

      Public
      [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
      Python
      •
      MIT License
      •220•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • ToG

      Public
      [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
      Python
      •15•0•0•0•Updated May 22, 2024May 22, 2024

    • MetaQA

      Public
      MoviE Text Audio QA (MetaQA): a benchmark dataset for question answering
      Other
      •9•0•0•0•Updated Oct 10, 2021Oct 10, 2021