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Microsoft Developing AI Apps and Agents on Azure Sample Questions:

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

2. You need to configure an indexing pipeline for Agent1 to retrieve the relevant product information in storage1. The solution must meet the technical requirement.
Which two built-in skills should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) key phrase extraction
B) Merge
C) Entity Recognition
D) Azure OpenAl Embedding
E) Text Split
F) Language Detection

3. You need to recommend a solution to support the planned changes and technical requirements for Agent1 to use the product information stored in storage1.
What should you include in the recommendation?

A) Azure Al Search
B) Grounding with Bing Search
C) Azure Translator in Foundry Tools
D) Azure Document Intelligence in Foundry Tools

4. You have a Microsoft Foundry project that contains a prompt agent used by a customer support web app.
The agent is invoked from a Python service that does NOT run in the Foundry portal.
You need to implement end-to-end tracing to capture latency breakdowns and exceptions across agent runs.
Which two components can you use? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A) Microsoft Sentinel
B) a Log Analytics workspace
C) Application Insights
D) the Azure Monitor Agent
E) OpenTelemetry

5. You have a Microsoft Foundry project that processes procurement documents submitted by suppliers.
You need to implement two pipelines by using Azure Content Understanding in Foundry Tools. The solution must meet the following requirements:
* Include a pipeline named Pipeline1 that supports cost-effective, high-volume processing of standalone PDF invoices.
* Include a pipeline named Pipeline2 that supports cross-document validation by using multi-step reasoning and reference data.
How should you configure each pipeline? To answer, drag the appropriate configurations to the correct pipelines. Each configuration 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.

Solutions: