AI-103 Implement Generative AI And Agentic Solutions Practice Question
You are performing Retrieval-Augmented Generation. You need to ensure the retrieved data includes metadata for filtering. Where should this metadata be defined?
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
✓
Azure AI Search Index Fields
Metadata is defined in the Azure AI Search index schema.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Environment variables
Why it's wrong here
Metadata belongs to data, not runtime config.
- ✗
Prompt Flow input schema
Why it's wrong here
Input schema is for runtime variables.
- ✗
System message content
Why it's wrong here
System messages are for instructions, not structured metadata.
- ✓
Azure AI Search Index Fields
Why this is correct
Metadata must be indexed as fields.
About these practice questions
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 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-103 exam.