In Generative AI by Robert Jean Pierre · Sep 3 GraphRAG vs RAG: When Vector Search Isn't Enough GraphRAG promises to fix RAG's biggest weakness, but the 2025 benchmarks tell a sharper story. When a knowledge graph beats plain vector search, and when it doesn't. 15 min read