Public Open Graph image captured during verification.
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.
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