Download Developing AI Apps and Agents on Azure.AI-103.ExamTopics.2026-10-02.34q.vcex

Vendor:	Microsoft
Exam Code:	AI-103
Exam Name:	Developing AI Apps and Agents on Azure
Date:	Oct 02, 2026
File Size:	491 KB

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Demo Questions

You have an Azure subscription that contains an Azure Language in Foundry Tools service resource named ta1 and a virtual network named vnet1.

You need to ensure that only resources in vnet1 can access ta1.

What should you configure?

a network security group (NSG) for vnet1
an Azure Language in Foundry Tools service container for ta1
Azure Firewall for vnet1
the virtual network settings for ta1

Correct answer: D

You have a Docker host named Host1 that contains a container base image.

You have an Azure subscription that contains a custom speech-to-text model named model1.

You need to run model1 on Host1.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Correct answer: To work with this question, an Exam Simulator is required.

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have an Azure subscription that contains a Microsoft Foundry resource named AI1 and a Content Safety in Foundry Control Plane resource named CS1.

You build an agent that uses AI1 to provide generative answers to specific questions and CS1 to check input and output for objectionable content.

You need to optimize the content filter configurations by running tests on sample questions.

Solution: From Content Safety Studio, you use the Monitor online activity feature to run the tests.

Does this meet the requirement?

Correct answer: B

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have an Azure subscription that contains a Microsoft Foundry resource named AI1 and a Content Safety in Foundry Control Plane resource named CS1.

You build an agent that uses AI1 to provide generative answers to specific questions and CS1 to check input and output for objectionable content.

You need to optimize the content filter configurations by running tests on sample questions.

Solution: From Content Safety Studio, you use the Safety metaprompt feature to run the tests.

Does this meet the requirement?

Correct answer: B

In Microsoft Foundry, you use the Chat playground with the GPT-35 Turbo model.

You have a prompt that contains the following code.

function F(n)

{

var f = [0, 1];

for (var i = 2; i < n; i++) f[i] = f[i-1] + f[i-2];

return f;

}

You need the model to create an explanation of the code. The solution must minimize costs.

What should you do?

Add // what does function F do? to the prompt.
Set the temperature parameter to 1.
Change the model to GPT-4-32k.
Add function F(explanation) to the prompt.

Correct answer: A

You have an Azure DevOps pipeline named Pipeline1 that is used to deploy an app. Pipeline1 includes a step that will create an Azure AI services account.

You need to add a step to Pipeline1 that will identify the created Azure AI services account. The solution must minimize development effort.

Which Azure Command-Line Interface (CLI) command should you run?

az cognitiveservices account network-rule
az cognitiveservices account show
az account list
az resource link

Correct answer: B

You are developing a text processing solution.

You have the following function.

You call the function and use the following string as the second argument.

Our tour of London included a visit to Buckingham Palace

What will be the output of the function?

London and Buckingham Palace only
Tour and visit only
Our tour of London included a visit to Buckingham Palace
London and Tour only

Correct answer: A

You have a collection of press releases stored as PDF files.

You need to extract text from the files and perform sentiment analysis.

Which service should you use for each task? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Correct answer: To work with this question, an Exam Simulator is required.

You have an Azure OpenAI model named AI1.

You are building a web app named App1 by using the Azure OpenAI SDK.

You need to configure App1 to connect to AI1.

What information must you provide?

the deployment name, key, and model name
the endpoint, key, and model type
the deployment name, endpoint, and key
the endpoint, key, and model name

Correct answer: C

You are developing an application that will use Azure AI Search for internal documents.

You need to implement document-level filtering for Azure AI Search.

Which three actions should you include in the solution? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Add allowed groups to each index entry
Create one index per group.
Send access tokens from Microsoft Entra ID, with the search request.
Retrieve all the groups.
Retrieve the group memberships of the user
Supply the groups as a filter for the search requests

Correct answer: A, E, F

You are creating an enrichment pipeline that will use Azure AI Search. The knowledge store contains unstructured JSON data and the text from scanned PDF documents.

Which projection type should you use for each data type? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.