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Project GraphRAG

LLM-Derived Knowledge Graphs

GraphRAG

GraphRAG (Graphs + Retrieval Augmented Generation) is a technique for richly understanding text datasets by combining text extraction, network analysis, and LLM prompting and summarization into a single end-to-end system.

GraphRAG blog hero

GraphRAG: New tool for complex data discovery now on GitHub 

July 2, 2024 | Darren Edge, Ha Trinh, Steven Truitt, Jonathan Larson

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GraphRAG: Unlocking LLM discovery on narrative private data 

February 13, 2024 | Jonathan Larson, Steven Truitt

Open Source

The GraphRAG library and complementary solution accelerator, an easy-to-use API experience hosted on Azure, are now both available on GitHub!

GraphRAG Solution Accelerator (opens in new tab)

GraphRAG Library (opens in new tab)

Reach out to us at teamgraphrag@microsoft.com for feedback, questions, or if you have a use case where GraphRAG could be a good fit for you.