Core concepts, definitions, and the foundational theory behind GraphRAG
The complete two-phase GraphRAG pipeline covering text chunking, entity extraction, knowledge graph construction, community detection, and multi-strategy querying.
GraphRAG is a structured, hierarchical approach to RAG that uses knowledge graphs instead of naive semantic search, developed by Microsoft Research.