AIF-C01 · Question #102
AIF-C01 Question #102: Real Exam Question with Answer & Explanation
The correct answer is D: Use Retrieval Augmented Generation (RAG) with prompt engineering techniques.. RAG combines large pre-trained models with retrieval mechanisms to fetch relevant context from a knowledge base. This approach is cost-effective as it eliminates the need for frequent model retraining while ensuring responses are contextually accurate and up to date.
Question
A company deployed an AI/ML solution to help customer service agents respond to frequently asked questions. The questions can change over time. The company wants to give customer service agents the ability to ask questions and receive automatically generated answers to common customer questions. Which strategy will meet these requirements MOST cost- effectively?
Options
- AFine-tune the model regularly.
- BTrain the model by using context data.
- CPre-train and benchmark the model by using context data.
- DUse Retrieval Augmented Generation (RAG) with prompt engineering techniques.
Explanation
RAG combines large pre-trained models with retrieval mechanisms to fetch relevant context from a knowledge base. This approach is cost-effective as it eliminates the need for frequent model retraining while ensuring responses are contextually accurate and up to date.
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