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GraphRAG

Repositories around Graph enhanced RAG patterns ie GraphRAG

GraphRAG Projects and Resources

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

Retrieval Augmented Generation (RAG) is a way to ground Large Language Models (LLMs) in factual data to avoid and reduce hallucinations. The user's question will be used to retrieve relevant information from one or more data sources. These facts are then augment together the question as the only ground truth source of information in the context to the LLM to to generate the answer.

GraphRAG are retrieval mechanisms that use graph structures to provide more fine-grained and relevant contextual information than a plan text search (or vector search) would. As it can utlize 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. ms-graphrag ms-graphrag Public

    Forked from microsoft/graphrag

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

    Python 7

Repositories

Showing 4 of 4 repositories
  • 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 1 0 0 Updated Oct 9, 2024
  • graphrag.github.io Public

    GraphRAG access patterns and knowledge graph modeling

    graphrag/graphrag.github.io’s past year of commit activity
    MDX 7 CC-BY-4.0 3 0 0 Updated Sep 30, 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 Sep 27, 2024
  • 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 7 MIT 1,820 0 1 Updated Aug 27, 2024

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