AI-103 Q&A - in .pdf

  • AI-103 pdf
  • Exam Code: AI-103
  • Exam Name: Developing AI Apps and Agents on Azure
  • Updated: Aug 04, 2026
  • Q & A: 159 Questions and Answers
  • Convenient, easy to study.
    Printable Microsoft AI-103 PDF Format. It is an electronic file format regardless of the operating system platform.
    100% Money Back Guarantee.
  • PDF Price: $59.99

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  • Exam Name: Developing AI Apps and Agents on Azure
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  • Updated: Aug 04, 2026
  • Q & A: 159 Questions and Answers
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AI-103 Q&A - Testing Engine

  • AI-103 Testing Engine
  • Exam Code: AI-103
  • Exam Name: Developing AI Apps and Agents on Azure
  • Updated: Aug 04, 2026
  • Q & A: 159 Questions and Answers
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Microsoft AI-103 Exam Syllabus Topics:

SectionObjectives
Implement Natural Language Processing Solutions- Language understanding and intent recognition
- Translation and multilingual support
- Text analytics and summarization
Develop Generative AI Applications and Agents- AI agents architecture
  • 1. Agent orchestration and workflows
    • 2. Memory and state management
      - Azure OpenAI Service integration
      • 1. Prompt engineering and prompt flow design
        • 2. Function calling and tool use
          Knowledge Mining and Information Retrieval- Azure AI Search configuration
          - Indexing and semantic search
          - RAG (Retrieval Augmented Generation) patterns
          Plan and Manage Azure AI Solutions- Responsible AI principles and governance
          - Azure AI resource provisioning and configuration
          - Model selection and lifecycle management
          Implement Computer Vision Solutions- Image classification and object detection
          - OCR and document intelligence

          Microsoft Developing AI Apps and Agents on Azure Sample Questions:

          1. You have an Azure subscription that contains an Azure OpenAI resource.
          You need to build an app that will suggest product names from a given product description.
          Which model should you use?

          A) GPT-4
          B) DALL-E
          C) Whisper
          D) embeddings


          2. You have an Azure subscription.
          You plan to build an app that will use the Azure OpenAI DALL-E model.
          You need to deploy the model.
          What should you use?

          A) the Azure SDK for JavaScript and Azure Machine Learning Studio
          B) the Azure SDK for Python and PowerShell cmdlets
          C) the Azure portal and Microsoft Graph API
          D) Azure AI Studio and Azure Command-Line Interface (CLI)


          3. You have a Microsoft Foundry project that contains an agent.
          The agent uses Azure Content Understanding in Foundry Too to process vendor onboarding packets. The packs include digital PDFs that contain tables and hyperlinks.
          The extracted content is indexed for search and provided to a downstream agent in the Markdown format.
          You need to generate a Markdown output that has a layout and a semantic structure optimized for Retrieval Augmented Generation (RAG) workflows.
          Which built-in analyzer should you use?

          A) prebuilt-documentSearch
          B) prebuilt-layout
          C) prebuilt-documentFieldSchema
          D) prebuilt-read


          4. Drag and Drop Question
          You have a Microsoft Foundry project that contains a deployed ticket-triage agent.
          You discover that sometimes the agent responds without calling any tools, even when a tool is required.
          You need to ensure that the agent calls a tool during execution.
          How should you complete the Python code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
          NOTE: Each correct selection is worth one point.


          5. You have a Microsoft Foundry project named Project1.
          Project1 contains an application that processes PDF vendor invoices.
          You need to configure Azure Document Intelligence in Foundry Tools to generate a Markdown output that preserves the sections and table structure of the PDFs. The solution must minimize development effort.
          What should you do?

          A) Configure output=figures when you analyze the PDF.
          B) Increase the confidence threshold.
          C) Configure content=markdown when you analyze the document.
          D) Set the output_content_format=ContentFormat.MARKDOWN value.


          Solutions:

          Question # 1
          Answer: A
          Question # 2
          Answer: D
          Question # 3
          Answer: A
          Question # 4
          Answer: Only visible for members
          Question # 5
          Answer: D

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