FINE-TUNE
Stable behavior baked into weights. Shorter prompts, consistent reasoning patterns.
BOTH
Fine-tune for reasoning behavior, RAG for live knowledge. The reliable production default.
BASE MODEL
Plain prompting is enough. No retrieval overhead, no training cost.
RAG
Update knowledge in seconds via the vector index. Cited, auditable answers.