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A retail company is using a foundation model for aws video

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Full Certification Question

A retail company is using a foundation model for personalized recommendations and is trying to minimize ongoing costs. They are choosing between fine-tuning the model or using Retrieval-Augmented Generation (RAG). What cost advantage does RAG provide over fine-tuning?