microsoft/graphrag
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
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Microsoft
microsoft • big-tech
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Mar 27, 2024
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GraphRAG is Microsoft's modular graph-based Retrieval-Augmented Generation system that enhances LLM question-answering over private datasets by using knowledge graphs. It structures unstructured text data into graph representations to improve retrieval accuracy and reasoning capabilities. The system provides both local and global search modes for different types of queries.
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- Project created
- Mar 27, 2024
- Forked
- Mar 13, 2026
- Your last push
- 1 months ago
- Upstream last push
- 10 days ago
- Tracked since
- Mar 12, 2026
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