Beyond Semantic Search: Knowledge Graphs and the Future of Biomedical AI

Enterprise LLM deployments struggle with hallucinations and inefficient retrieval in complex domains. GraphRAG addresses this by replacing pure semantic search with structured knowledge graphs, delivering more grounded, explainable answers at lower cost. This benchmark demonstrates its competitive advantage for biomedical AI and other relationship-rich fields, providing enterprises concrete evidence for graph-augmented reasoning.