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microsoft /

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

#205 in RAG & AI memory Python 36,530 stars

Updated 55 min ago

+86 stars gained this week

Stars gained each day, last 30 days

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In short

A modular Python system that uses LLMs to extract structured knowledge graphs from unstructured text, then uses those graphs to improve question answering over private data.

Summary written by AI from the repository’s description and README.

microsoft / graphrag
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