Courseiva
Data Management Services And Vector SearchmediumMultiple ChoiceObjective-mapped

AI-200 Data Management Services And Vector Search Practice Question

You are implementing a multi-modal AI application that searches across both text descriptions and product images stored in Azure AI Search. Which feature allows you to query both modalities within a unified search index?

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

Multiple vector fields with distinct dimensions and vectorizers in a single index

Azure AI Search supports multiple vector fields within a single index schema, allowing different fields to use different vector dimensions and embedding models (e.g., text embeddings and image embeddings).

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Single-dimension global vector index restriction

    Why it's wrong here

    Azure AI Search supports multiple vector fields with varying dimensions within the same index.

  • Mandatory unification of text and image vectors into a single 1536-dimensional field

    Why it's wrong here

    Different models produce different dimensions; forcing them into one field is neither necessary nor supported.

  • External fusion proxy service

    Why it's wrong here

    Multi-modal queries can be executed directly against the Azure AI Search endpoint using multi-vector query syntax without an external proxy.

  • Multiple vector fields with distinct dimensions and vectorizers in a single index

    Why this is correct

    An index can contain multiple vector fields, enabling multi-modal search across text and image embeddings.

About these practice questions

This AI-200 question is part of Courseiva's 507-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →

How Courseiva writes practice questions · Editorial policy

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-200 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-200 exam.