Beyond Vector Search: The Rise of GraphRAG in Enterprise AI

The limitation of vector-only RAG lies in its inability to handle complex entity relationships and multi-step logic, which often leads to inaccurate results in enterprise settings. By integrating a graph layer, AI systems can move from simple similarity matching to sophisticated relationship reasoning, unlocking the full potential of unstructured data.