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 auto-tuning provides rapid adaptation to new domains
September 9, 2024
GraphRAG: New tool for complex data discovery now on GitHub
July 2, 2024 | Darren Edge, Ha Trinh, Steven Truitt, Jonathan Larson
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.