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AIF-C01 · Question #116
AIF-C01 Question #116: Real Exam Question with Answer & Explanation
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Submitted by kavita_s· Mar 30, 2026Applications of Foundation Models
Question
A company wants to implement a large language model (LLM) based chatbot to provide customer service agents with real-time contextual responses to customers' inquiries. The company will use the company's policies as the knowledge base. Which solution will meet these requirements MOST cost-effectively?
Options
- ARetrain the LLM on the company policy data.
- BFine-tune the LLM on the company policy data.
- CImplement Retrieval Augmented Generation (RAG) for in-context responses.
- DUse pre-training and data augmentation on the company policy data.
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Topics
#Retrieval Augmented Generation (RAG)#LLM deployment#Cost optimization#Chatbot architecture