Pattern
Microsoft GraphRAG
Automatically extract entities and relationships from an unstructured corpus into a knowledge graph using an LLM, identify communities of densely-related entities, produce hierarchical summaries for each community level, and retrieve via the community structure for queries that span the whole corpus rather than matching specific chunks.
Classification — LLM-driven knowledge graph extraction with community-summary retrieval.
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