ComparisonEngineering
RAG vs fine-tuning: when to retrieve and when to train
RAG retrieves knowledge at answer time; fine-tuning trains it into the weights - what each changes, the cost and freshness trade-offs, and when each one wins.
Aug 14, 2026 · 7 min read