About the tool
Microsoft's pipeline for knowledge-graph-based retrieval augmented generation.
GraphRAG extracts entities and relationships from unstructured text with LLMs, builds a knowledge graph with hierarchical community summaries, and uses it to answer global questions that flat vector retrieval handles poorly. Published by Microsoft Research as an open-source data pipeline and query suite.
- Pricing
- Open source
- Category
- Memory & RAG
- Maker
- Not publicly supplied
- Provenance
- Indexed by Attest from public information
✓ Attested