RAG Limitations Overview

Three categories of problems that standard RAG runs into. Hover a card for mitigation strategies, or click the example to expand it.

When RAG Isn't Enough

For complex queries requiring multi-hop reasoning, relationship analysis, or deep domain knowledge, consider GraphRAG.