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Microsoft Certified:Azure AI Engineer Associate

Domain 2Objective 1

Build Generative AI Solutions with Microsoft Foundry AI-102 Practice Questions (Page 5)

Part of the Implement generative AI solutions domain, which accounts for 15-20% of the AI-102 exam. Microsoft does not publish an official question count, but from its 100-minute exam (~40–65 total, ~6–13 in this domain), expect 2–4 from this objective — we provide 45 practice questions to prepare you well beyond it. (estimate)

45questions here
9free pages
8concepts
15-20%of the exam

Questions 21–25

  1. 21foundation · easy

    Which component in a prompt flow represents a single operation, such as calling a language model or processing data?

    Select an answer first
  2. 22foundation · easy

    What is the main purpose of Retrieval-Augmented Generation (RAG) in a generative AI solution?

    Select an answer first
  3. 23foundation · easy

    What is the primary benefit of using prompt templates in a generative AI solution?

    Select an answer first
  4. 24foundation · easy

    Which factor is MOST important to consider when planning data preparation for a generative AI solution?

    Select an answer first
  5. 25foundation · easy

    Which SDK is used to integrate generative AI projects from Microsoft Foundry into custom applications?

    Select an answer first
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Free Basic Practice is a study aid with revealable answers — not a scored exam. Examers.io is independent and not affiliated with or endorsed by Microsoft. “AI-102” is a trademark of its owner, used for identification only.