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Microsoft Developing AI Apps and Agents on Azure Sample Questions:

1. You need to recommend an invoice review solution that resolves the issue reported by the finance department.
What should you include in the recommendation?

A) Azure Content Understanding in Foundry Tools
B) Image Analysis
C) chat completions
D) Azure Document Intelligence in Foundry Tools

2. 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) Configure content=markdown when you analyze the document.
C) Set the output_content_format=ContentFormat. MARKDOWN value.
D) Increase the confidence threshold.

3. You have a Microsoft Foundry project that contains an agent.
The agent accepts user-uploaded screenshots and uses a multimodal chat model.
Some screenshots contain potentially malicious embedded text.
You need to prevent a prompt injection attack and ensure that third-party content is treated as lower trust.
How should you configure prompt shields for document attacks? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

4. You are deploying a support agent that enables users to upload photos.
You need to automatically classify uploaded images for harmful content. The solution must block content based on severity levels.
What should you do?

A) Implement image moderation.
B) Use blocklists.
C) Enable prompt shields.
D) Apply keyword scanning to optical character recognition (OCR) output by using Azure Vision in Foundry Tools.

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 Al 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) No
B) Yes

Solutions: