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GENERATIVE-AI-ENGINEER-ASSOCIATE · Question #3

GENERATIVE-AI-ENGINEER-ASSOCIATE Question #3: Real Exam Question with Answer & Explanation

The correct answer is B: Pick a smaller LLM that is domain-specific. See the full explanation below for the reasoning.

Generative AI Solution Design and Optimization

Question

A small and cost-conscious startup in the cancer research field wants to build a RAG application using Foundation Model APIs. Which strategy would allow the startup to build a good-quality RAG application while being cost- conscious and able to cater to customer needs?

Options

  • ALimit the number of relevant documents available for the RAG application to retrieve from
  • BPick a smaller LLM that is domain-specific
  • CLimit the number of queries a customer can send per day
  • DUse the largest LLM possible because that gives the best performance for any general queries

Topics

#RAG#LLM Selection#Cost Optimization#Domain Specificity

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