Making a model useful

The practical toolbox for making a base model useful: prompt engineering, retrieval to ground answers in your data, caching (including vector-similarity caches for repeated queries), and small/local models where latency or cost rules out frontier APIs. A map of the levers before you ever consider fine-tuning.