Question

A marketing team wants a gen AI model to rewrite product descriptions in their distinctive brand voice. They only have about 15 well-written examples of the desired style, no ML engineers, and need a working solution within a day for a low-volume campaign. Which approach best fits these constraints?

Accepted Answer

Include several of the examples directly in the prompt as few-shot demonstrations of the desired style

Answer

Fine-tune a foundation model on the 15 examples to permanently encode the brand voice

Answer

Build a RAG pipeline that retrieves the 15 examples from a vector database at query time

Answer

Train a new model from scratch using the examples as the training corpus