09:13
2026-08-14
dev.to
artificial-intelligence
RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke
A developer built an open-source pipeline to test RAG versus direct-context answering on real documents, using BGE-M3 for retrieval and Qwen3 for generation. The tests revealed that RAG can fail when …