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Microsoft AI-103 Exam Syllabus Topics:

Microsoft Developing AI Apps and Agents on Azure Sample Questions:

1. You have a Microsoft Foundry project that contains three agents as shown in the following table.

You need to orchestrate the agents to ensure that the customer requests meet the following requirements:
- Support a deterministic, step-based process that uses conditional
branching and shared state across the agents.
- Optionally trigger a ticket action based on the triage result.
The solution must minimize development effort.
What should you include in the solution?

A) threads and runs without a workflow
B) a multi-agent group chat session
C) a workflow
D) separate agent runs coordinated in the application code

2. You are building a text-to-speech solution that uses Azure Speech in Foundry Tools to read instructions from the script in a text file.
You discover that the solution often pronounces technical terms incorrectly.
You need to prevent the incorrect pronunciations. The solution must minimize development effort.
What should you do?

A) From Speech Studio, train a custom neural voice
B) Use Speech Synthesis Markup Language (SSML) to apply say as rules.
C) From Azure OpenAI use the Whisper model.
D) Use Speech Synthesis Markup Language (SSML) to adjust the prosody of the voice.
E) Use Speech Synthesis Markup Language (SSML) to specify phonemes.

3. A copilot must answer multi-part questions that depend on earlier turns in the conversation. You want the system to break each complex question into focused subqueries, run them in parallel, and semantically rerank the results before composing an answer. Which Azure AI Search capability provides this?

A) Increasing the top-k value on a single keyword query
B) A single vector query with a high similarity threshold
C) Agentic retrieval
D) Classic keyword search with a scoring profile

4. You have an app named App1 that uses a Microsoft Foundry multimodal model deployment.
App1 runs optical character recognition (OCR) on uploaded images and appends the OCR output to the prompt as additional context.
Some uploaded images contain embedded text.
You need to prevent potentially malicious instructions from being processed by the model.
What should you use?

A) image moderation
B) prompt shields for documents
C) prompt shields for user prompts
D) protected material text

5. You have a Semantic Kernel agent that provides answers to product questions.
You plan to extend the capabilities of the agent to answer questions about the status of orders.
You need to ensure that the agent answers order status questions as quickly as possible. The solution must minimize development effort.
What should you include in the solution?

A) an agent
B) a kernel
C) a function
D) a plugin

Solutions: