GH Repository · microsoft
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
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Pythongpt4gpt-4python/uvpythongptllmsllmraggraphrag
Microsoft's graphrag is a modular graph-based Retrieval-Augmented Generation (RAG) system, written in Python and distributed under the MIT license. The repository ships a graphrag toolchain managed with uv, though the recorded material does not detail its internal components beyond the graph-based RAG framing.
Use it when you want a maintained, modular RAG system that organizes retrieval around a graph rather than plain text lookup.
Use it to
- Build graph-based RAG pipelines in Python
- Integrate retrieval with GPT-4-class LLMs
- Extend a modular RAG codebase
- Evaluate graph-structured retrieval approaches
For Python developers building LLM retrieval systems
- Role
- rag
- Language
- Python
- Licence
- MIT
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- 3,792
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- 7
- Last push
- 2026-09-16
- Latest release
- v0.1.1 · 2024-07-02
topicsraggraphllmgpt-4pythonretrieval