Fine-tuning vs RAG: when should you use each for an AI product?

RAG is best for injecting up-to-date knowledge and citations. Fine-tuning is best for style, format, and domain behavior. Often you combine them: - Fine-tune for tone and instruction-following - RAG for factual, current content Choose based on latency, cost, update frequency, and evaluation results.