microsoft/graphrag — Official Microsoft GraphRAG

The official Microsoft GraphRAG repository is the reference implementation featuring complete indexing pipeline with entity extraction, knowledge graph construction, and Leiden community detection. It supports multiple query engines (Local, Global, DRIFT Search), configurable LLM backends, and Parquet-based data storage. The repository has 31.4k+ stars and is actively maintained.