AI-103 Implement Generative AI And Agentic Solutions Practice Question
You are building a RAG application where documents are updated frequently. You need to ensure that the Azure AI Search index reflects document deletions and updates in near real-time without performing full re-indexing. How should you design the ingestion pipeline?
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
✓
Configure Azure AI Search indexers with change tracking and scheduled incremental synchronization
Using incremental indexers with change tracking (such as integrated data change detection or custom push APIs with soft-delete metadata) allows efficient updates.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Increase the Azure OpenAI model deployment concurrency quota
Why it's wrong here
Concurrency quotas manage throughput, not search index synchronization.
- ✗
Enable semantic caching on the OpenAI endpoint
Why it's wrong here
Semantic caching caches LLM completions, which would actually serve stale answers if the underlying documents change.
- ✓
Configure Azure AI Search indexers with change tracking and scheduled incremental synchronization
Why this is correct
Indexers support change tracking to automatically add, update, or delete index documents based on source data changes.
- ✗
Delete the entire search service and recreate the index daily using a batch script
Why it's wrong here
Recreating the entire service is inefficient, costly, and causes downtime.
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.