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Microsoft Developing AI Apps and Agents on Azure Sample Questions:

1. A team wants to deploy a model from the Foundry catalogue with the fastest possible setup, pay only for the tokens they consume, and avoid provisioning any virtual machine (VM) quota. Which deployment option fits?

A) A local container running on a developer workstation
B) Serverless API deployment, also called models as a service (MaaS)
C) Managed compute (managed endpoint) deployment
D) Self-hosted deployment on Azure Kubernetes Service

2. You are building a chatbot.
You need to ensure that the chatbot can classify user input into separate categories. The categories must be dynamic and defined at the time of inference.
Which service should you use to classify the input?

A) Azure OpenAI text classification
B) Azure OpenAI text summarization
C) Azure AI Language custom named entity recognition (NER)
D) Azure AI Language custom text classification

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

4. You are designing a solution that will answer questions about human resources (HR) policies stored in the PDF format.
You need to ensure that the identical answer to a specific question is returned every time. The solution must minimize development effort.
Which service should you include in the solution?

A) Azure AI Language
B) Azure AI Document Intelligence
C) Azure Machine Learning
D) Azure OpenAI

5. 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?