AI-102 Implement generative AI solutions Practice Question
You are building a generative AI application using Azure OpenAI Service. The application must provide citations for answers retrieved from a set of documents. You need to ensure that each answer includes a reference to the source document. Which configuration should you use?
⚠ Common exam trap
Microsoft often tests the misconception that a system message or prompt engineering alone can enforce reliable citation behavior, when in fact only a retrieval-augmented generation (RAG) configuration with explicit citation grounding—like Azure OpenAI On Your Data—can guarantee source-linked answers.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Use Azure OpenAI On Your Data with the 'include citations' option
Azure OpenAI On Your Data provides a built-in 'include citations' feature that automatically retrieves and appends source document references to the generated answer. This configuration leverages the underlying search index to map each response segment back to the original document, ensuring compliance with citation requirements without custom development.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Use Azure OpenAI On Your Data with the 'include citations' option
Why this is correct
This feature automatically returns source documents as citations.
- ✗
Add a system message requesting citations
Why it's wrong here
System messages may be ignored; not reliable.
- ✗
Implement a custom prompt flow with citation logic
Why it's wrong here
Custom implementation is possible but not the built-in feature.
- ✗
Fine-tune the model to include citations
Why it's wrong here
Fine-tuning cannot guarantee citations for retrieved documents.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.