AI-103 exam dumps

Microsoft AI-103 Value Package

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  • Exam Code: AI-103
  • Exam Name: Developing AI Apps and Agents on Azure
  • No. of Questions: 159 Questions and Answers
  • Updated: Aug 28, 2026

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Microsoft AI-103 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Implement computer vision solutions10-15%- Analyze visual content
  • 1. Process images and video
  • 2. Use multimodal vision APIs
  • 3. Implement OCR and visual understanding
Topic 2: Implement agentic solutions20-25%- Manage agent operations
  • 1. Monitor and debug agents
  • 2. Implement scalable deployments
  • 3. Secure agent interactions
- Build AI agents
  • 1. Integrate tools and external knowledge
  • 2. Configure memory and orchestration
  • 3. Create autonomous and multi-agent workflows
Topic 3: Implement generative AI solutions25-30%- Develop generative AI applications
  • 1. Use Azure OpenAI and Foundry models
  • 2. Implement prompt engineering
  • 3. Build retrieval-augmented generation solutions
- Optimize and evaluate models
  • 1. Implement multimodal AI capabilities
  • 2. Configure content filters and safety
  • 3. Evaluate responses and grounding
Topic 4: Implement text analysis and information extraction solutions10-15%- Analyze and extract information
  • 1. Use document intelligence services
  • 2. Extract entities and structured data
  • 3. Implement natural language processing
Topic 5: Plan and manage Azure AI solutions25-30%- Manage AI solution lifecycle
  • 1. Implement CI/CD for AI applications
  • 2. Apply responsible AI practices
  • 3. Monitor model and application performance
- Plan Azure AI resources
  • 1. Configure authentication and security
  • 2. Manage deployments and monitoring
  • 3. Select Azure AI services and Foundry resources

Microsoft Developing AI Apps and Agents on Azure Sample Questions:

Question 1

A multimodal agent processes user-uploaded images. An attacker embeds hidden text instructions inside an image, hoping the agent will read and act on them. Which Azure AI Content Safety capability is designed to detect this kind of attack?

A. Disabling the agent's file search tool
B. A content filter set to High severity for the Violence category
C. Raising the image resolution threshold on the analyser
D. Prompt Shields, which detects document and indirect prompt injection


Question 2

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.


Question 3

You are defining an agent in Microsoft Foundry Agent Service. The agent uses a catalogue model for reasoning, a system instruction that sets its goals, and a file search capability that reads a knowledge store. Which three components does this combination represent?

A. Model, instructions, tools
B. Trigger, action, condition
C. Endpoint, API key, deployment name
D. Embedding, retriever, generator


Question 4

You have a Microsoft Foundry project that contains an agent. The agent uses Azure Speech in Foundry Tools.
You fine-tune a baseline speech to text model for the en-us locale and publish the model.
The agent calls the Speech to text REST API and returns an error message indicating that the project ID is invalid.
You need to set the project property to the correct ID.
To what should you set the project property?

A. the project URL
B. the project ID
C. the custom speech endpoint URL
D. the custom speech project ID


Question 5

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


Solutions:

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

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