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GraphRAG

Repositories around Graph enhanced RAG patterns ie GraphRAG
README.md

GraphRAG Projects and Resources

This GitHub organization collects relevant projects and resources like the pattern catalog (repository) and more.

Retrieval Augmented Generation (RAG) is a way to ground Large Language Models (LLMs) in factual data to reduce hallucinations and extend the information available for question answering. The user's question will be used to retrieve relevant information from one or more data sources. These facts provide a ground source of truth that is used to augment the context of a prompt. The augmented prompt and original user question are then passed to the LLM to generate the answer.

GraphRAG are retrieval mechanisms that use graph structures to provide more fine-grained and relevant contextual information than a plain text search (or vector search) would. As it can utilize the rich representation of knowledge about many areas in a knowledge graph.

Contributions are very welcome.

A collection of resources around GraphRAG a set of advanced GenAI RAG (Retrieval Augmented Generation) patterns.

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  1. graphrag.github.io graphrag.github.io Public

    GraphRAG access patterns and knowledge graph modeling

    MDX 15 6

Repositories

Showing 10 of 12 repositories
  • ms-graphrag Public Forked from microsoft/graphrag

    A modular graph-based Retrieval-Augmented Generation (RAG) system

    graphrag/ms-graphrag’s past year of commit activity
    Python 9 MIT 2,195 0 0 Updated Jan 31, 2025
  • awesome-graphrag Public

    A curated list of GraphRAG, Knowledge Graph, and other graphy GenAI resources

    graphrag/awesome-graphrag’s past year of commit activity
    7 2 0 0 Updated Jan 28, 2025
  • graphrag.github.io Public

    GraphRAG access patterns and knowledge graph modeling

    graphrag/graphrag.github.io’s past year of commit activity
    MDX 15 CC-BY-4.0 6 4 0 Updated Jan 17, 2025
  • fast-graphrag Public Forked from circlemind-ai/fast-graphrag

    RAG that intelligently adapts to your use case, data, and queries

    graphrag/fast-graphrag’s past year of commit activity
    Python 0 MIT 144 0 0 Updated Dec 23, 2024
  • tree-sitter-gram Public Forked from gram-data/tree-sitter-gram

    Tree-sitter based grammar and parser for gram, a graph serialization format

    graphrag/tree-sitter-gram’s past year of commit activity
    JavaScript 0 MIT 1 0 0 Updated Dec 20, 2024
  • SimGRAG Public Forked from YZ-Cai/SimGRAG

    Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

    graphrag/SimGRAG’s past year of commit activity
    Python 0 13 0 0 Updated Dec 17, 2024
  • semantic_backprop Public Forked from HishamAlyahya/semantic_backprop

    Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖

    graphrag/semantic_backprop’s past year of commit activity
    Python 0 MIT 7 0 0 Updated Dec 6, 2024
  • .github Public

    A collection of resources around GraphRAG a set of advanced GenAI RAG (Retrieval Augmented Generation) patterns.

    graphrag/.github’s past year of commit activity
    0 0 0 0 Updated Nov 28, 2024
  • Loong Public Forked from MozerWang/Loong

    [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

    graphrag/Loong’s past year of commit activity
    Python 0 Apache-2.0 8 0 0 Updated Nov 9, 2024
  • HippoRAG Public Forked from OSU-NLP-Group/HippoRAG

    [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.

    graphrag/HippoRAG’s past year of commit activity
    Python 0 MIT 131 0 0 Updated Jul 29, 2024
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