Neo4j GraphRAG Integration Patterns

Neo4j provides native support for GraphRAG through Knowledge Graph Construction (LLMGraphTransformer or SimpleKGPipeline), Vector Indexes (native since Neo4j 5.18), Hybrid Retrieval Patterns (VectorCypherRetriever, Text2CypherRetriever), and Community Detection via the Graph Data Science library with the Leiden algorithm.