microsoft/graphrag
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
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Microsoft
microsoft • big-tech
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Created
Mar 27, 2024
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README Summary
👉 [Microsoft Research Blog Post](https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/)<br/> 👉 [Read the docs](https://microsoft.github.io/graphrag)<br/> 👉 [GraphRAG Arxiv](https://arxiv.org/pdf/2404.16130)
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Entity Recognition and LinkingGraph Database ManagementGraph Neural NetworksInformation ExtractionKnowledge Graph ConstructionLarge Language Model IntegrationNatural Language ProcessingRetrieval-Augmented GenerationVector Embeddings
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Entity Recognition and LinkingGraph Database ManagementGraph Neural NetworksInformation ExtractionKnowledge Graph ConstructionLarge Language Model IntegrationNatural Language ProcessingRetrieval-Augmented GenerationVector EmbeddingsData EngineeringDocument ProcessingForkedGraphRAGKnowledge GraphLarge Language ModelsResearch / Papers
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prototype- Quality
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RAG & RetrievalPrimaryLearning ResourcesData Science & AnalyticsFoundation ModelsEdge & Mobile AISearch & Knowledge
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Python100.0%
Timeline
- Project created
- Mar 27, 2024
- Forked
- Mar 13, 2026
- Your last push
- 2 months ago
- Upstream last push
- 20 days ago
- Tracked since
- Mar 12, 2026
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