AB-731 Certification Practice Question #90

Question

Your company stores hundreds of internal business reports.

You need to recommend a generative AI solution that uses an agent to answer questions based on the content in the reports.

What should you include in the recommendation?

Accepted Answer

The scenario needs an agent to answer questions grounded in hundreds of internal reports without retraining the model. That is the canonical RAG pattern: retrieve relevant document chunks, augment the prompt with that context, then generate a source-based answer. MS Learn explicitly recommends RAG "when you need answers grounded in private or frequently changing data" and "agent tools when you're building an agent that needs retrieval." Both community votes and the Suggested Answer agree on C; A (NLP), B (Azure ML predictive modeling), and D (GAN image generation) do none of this.

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