graphwiz.ai

GraphRAG Reality Check: When It Fails, Why, and How to Fix It

Evidence-based analysis of GraphRAG's failure modes — benchmarks where it underperforms vanilla RAG — with concrete mitigations and scenarios where graph-based retrieval dominates.

graphragragbenchmarkllmknowledge-graphsproductiontemporal