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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 11 6

Repositories

Showing 6 of 6 repositories
  • graphrag.github.io Public

    GraphRAG access patterns and knowledge graph modeling

    graphrag/graphrag.github.io’s past year of commit activity
    MDX 11 CC-BY-4.0 6 4 0 Updated Dec 3, 2024
  • graphrag-old Public Forked from graphrag/graphrag.github.io

    GraphRAG access patterns and knowledge graph modeling

    graphrag/graphrag-old’s past year of commit activity
    MDX 0 CC-BY-4.0 6 0 0 Updated Nov 28, 2024
  • awesome-graphrag Public

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

    graphrag/awesome-graphrag’s past year of commit activity
    2 1 0 0 Updated Nov 28, 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
  • 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 8 MIT 1,980 0 0 Updated Nov 28, 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 Nov 24, 2024

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