RAG vs Fine-Tune

A practical gate for when to retrieve with RAG versus fine-tune an LLM — knowledge vs behavior, cost order, and the hybrid pattern.

Use RAG When

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Fine-Tune When

Stable skill: tone, format, jargon

Skip Fine-Tune When

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