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Microsoft Developing AI Apps and Agents on Azure Sample Questions:

1. An agent must call your organisation's internal inventory system, which is exposed as a set of tools. You want the tool definitions maintained centrally and reusable across several agents rather than redefined in each agent. Which Foundry capability fits?

A) Fine-tune the model on the inventory system's API schema
B) Increase the model's context window
C) Add a Model Context Protocol (MCP) server as an agent tool
D) Enable the code interpreter tool

2. You have an Azure subscription that contains an Azure OpenAI resource.
You plan to build an agent by using the Azure AI Agent Service. The agent will perform the following actions:
- Interpret written and spoken questions from users.
- Generate answers to the questions.
- Output the answers as speech.
You need to create the project for the agent.
What should you use?

A) Speech Studio
B) Azure AI Foundry
C) the Azure portal
D) Language Studio

3. You are planning a Microsoft Foundry project named Project1 that will contain multiple agents.
Each agent will access the same Azure AI Search resource.
You need to recommend a solution to centrally manage the Azure AI Search credentials within Project1. The solution must be implemented across all the agents.
What should you recommend?

A) Add a connection to the Azure AI Search resource.
B) Enable role-based access control (RBAC) for the Azure AI Search resource.
C) Create a managed private endpoint that connects to the Azure AI Search resource.
D) Disable key-based access control on the Azure AI Search resource.

4. 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) Prompt Shields, which detects document and indirect prompt injection
D) Raising the image resolution threshold on the analyser

5. Note: This section contains one or more sets of questions with the same scenario and problem. Each question presents a unique solution to the problem. You must determine whether the solution meets the stated goals. More than one solution in the set might solve the problem. It is also possible that none of the solutions in the set solve the problem.
After you answer a question in this section, you will NOT be able to return. As a result, these questions do not appear on the Review Screen.
You have a multimodal AI generative model that accepts image uploads and uses extracted image text to generate responses.
You discover that users can upload unsafe images and embed hidden instructions into images to manipulate the model.
You need to implement controls to mitigate the risk.
Solution: You configure a prompt shield for user prompts.
Does this meet the goal?

A) Yes
B) No

Solutions: