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AI-102 Designing and Implementing a Microsoft Azure AI Solution Questions and Answers

Questions 4

You are developing a solution to generate a word cloud based on the reviews of a company’s products.

Which Text Analytics REST API endpoint should you use?

Options:

A.

keyPhrases

B.

sentiment

C.

languages

D.

entities/recognition/general

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Questions 5

You have an Azure subscription that contains an Azure OpenAI resource named AM.

You build a chatbot that uses All to provide generative answers to specific questions.

You need to ensure that questions intended to circumvent built-in safety features are blocked.

Which Azure Al Content Safety feature should you implement?

Options:

A.

Protected material text detection

B.

Jailbreak risk detection

C.

Monitor online activity

D.

Moderate text content

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Questions 6

Match the types of workloads to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may he used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

Options:

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Questions 7

You have a training dataset that contains 10,000 PDF documents. The documents contain scanned books, comics, and magazines.

You are building a solution that will use Azure Al and a custom model.

You need to train the model by using Language Studio. The solution must meet the following requirements:

• Tag each item as a book, comic, or magazine.

• Minimize development effort.

What should you use?

Options:

A.

a custom extraction model

B.

a multi label classification project

C.

a custom named entity recognition (NER) project

D.

a multi label image classification model

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Questions 8

You are developing an application that will recognize faults in components produced on a factory production line. The components are specific to your business.

You need to use the Custom Vision API to help detect common faults.

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.

Options:

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Questions 9

You are developing a photo application that will find photos of a person based on a sample image by using the Face API.

You need to create a POST request to find the photos.

How should you complete the request? To answer, drag the appropriate values to the correct targets. Each value 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.

Options:

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Questions 10

You are building an agent by using the Semantic Kernel. The agent will use a custom plugin. You need to ensure that the agent meets the following requirements:

• The agent must use function calling.

• All functions that match the instructions must be triggered.

• All required parameters in the function must be requested by the agent if the user fails to provide them.

How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

Options:

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Questions 11

You have an Azure subscription that contains an Azure OpenA1 resource named All.

You plan to develop a console app that will answer user questions.

You need to call All and output the results to the console.

How should you complete the code? To answer, select the appropriate options in the answer area

NOTE: Each correct selection is worth one point.

Options:

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Questions 12

You have an Azure subscription that contain an Azure OpenAI resource named AI1.

You build a chatbot that uses AI1 to provide generation answers to specific questions.

You need to ensure that the chatbot checks all input output for objectionable content.

Which types of resource should you create first?

Options:

A.

Azure Machine Learning

B.

Log Analytics

C.

Azure AI Content Safety

D.

Microsoft Defender Threat intelligence (Defender TI)

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Questions 13

You plan to build a chatbot to support task tracking.

You create a Conversational Language Understanding service named Iu1.

You need to build a Conversational Language Understanding model to Integrate into the chatbot. The solution must minimize development time to build the model.

Which four 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.

Options:

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Questions 14

You have an Azure subscription.

You are building a chatbot that will use an Azure OpenAI model.

You need to deploy the model.

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.

Options:

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Questions 15

Select the answer that correctly completes the sentence.

Options:

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Questions 16

You have a factory that produces food products.

You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements. The solution must meet the following requirements:

• identify staff who have removed masks or safety glasses.

• Perform a compliance check every 15 minutes.

• Minimize development effort.

• Minimize costs.

Which service should you use?

Options:

A.

Face

B.

Computer Vision

C.

Azure Video Analyzer for Media (formerly Video indexer)

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Questions 17

You are building a model that will be used in an iOS app.

You have images of cats and dogs. Each image contains either a cat or a dog.

You need to use the Custom Vision service to detect whether the images is of a cat or a dog.

How should you configure the project in the Custom Vision portal? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 18

You are examining the Language service output of an application.

The text analyzed is: Our tour guide took us up the Space Needle during our trip to Seattle last week.

The response contains the data shown in the following table.

Which Language service API is used 10 analyze the Text?

Options:

A.

Entity Linking

B.

Named Entity Recognition

C.

Key Phrase Extraction

D.

Sentiment Analysis

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Questions 19

You have an Azure subscription that contains an Azure Al Content Safety resource named CS1. You need to use the SDK to call CS1 to identify requests that contain harmful content. How should you complete the code? lo answer, select the appropriate options m the answer area.

NOTE: Each correct selection is worth one point

Options:

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Questions 20

You are building an agent by using the Azure Al Agent Service.

You need to ensure that the agent can access publicly accessible data that was released during the past 90 days.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 21

You have an Azure Cognitive Services model named Model that identifies the intent of text input.

You develop an app in C# named App1.

You need to configure App1 to use Model1.

Which package should you add to App1?

Options:

A.

Azure.AI.Language.Conversations

B.

SpeechServicesToolkit

C.

Universal.Microsoft.CognitiveServices.Speech

D.

Xamarin.Cognitive.Speech

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Questions 22

You are building a bot by using Microsoft Bot Framework.

You need to configure the bot to respond to spoken requests. The solution must minimize development effort.

What should you do?

Options:

A.

Deploy the bot to Azure and register the bot with a Direct Une Speech channel

B.

Integrate the bot with Cortana by using the Bot Framework SDK.

C.

Create an Azure function that will call the Speech service and connect the bot to the function.

D.

Deploy the bot to Azure and register the bot with a Microsoft Teams channel.

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Questions 23

You are developing the shopping on-the-go project.

You need to build the Adaptive Card for the chatbot.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 24

You are planning the product creation project.

You need to recommend a process for analyzing videos.

Which four 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. (Choose four.)

Options:

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Questions 25

You are planning the product creation project.

You need to build the REST endpoint to create the multilingual product descriptions.

How should you complete the URI? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 26

You are developing the smart e-commerce project.

You need to design the skillset to include the contents of PDFs in searches.

How should you complete the skillset design diagram? To answer, drag the appropriate services to the correct stages. Each service 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.

Options:

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Questions 27

You are developing the smart e-commerce project.

You need to implement autocompletion as part of the Cognitive Search solution.

Which three actions should you perform? Each correct answer presents part of the solution. (Choose three.)

NOTE: Each correct selection is worth one point.

Options:

A.

Make API queries to the autocomplete endpoint and include suggesterName in the body.

B.

Add a suggester that has the three product name fields as source fields.

C.

Make API queries to the search endpoint and include the product name fields in the searchFields query parameter.

D.

Add a suggester for each of the three product name fields.

E.

Set the searchAnalyzer property for the three product name variants.

F.

Set the analyzer property for the three product name variants.

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Questions 28

You need to develop code to upload images for the product creation project. The solution must meet the accessibility requirements.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 29

You are building a language learning solution.

You need to recommend which Azure services can be used to perform the following tasks:

• Analyze lesson plans submitted by teachers and extract key fields, such as lesson times and required texts.

• Analyze learning content and provide students with pictures that represent commonly used words or phrases in the text

The solution must minimize development effort.

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 30

You are developing the shopping on-the-go project.

You are configuring access to the QnA Maker resources.

Which role should you assign to AllUsers and LeadershipTeam? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 31

You build a QnA Maker resource to meet the chatbot requirements.

Which RBAC role should you assign to each group? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 32

You need to develop an extract solution for the receipt images. The solution must meet the document processing requirements and the technical requirements.

You upload the receipt images to the From Recognizer API for analysis, and the API ret urns the following JSON.

Which expression should you use to trigger a manual review of the extracted information by a member of the Consultant-Bookkeeper group?

Options:

A.

documentResults.docType == "prebuilt:receipt"

B.

documentResults.fields.".confidence < 0.7

C.

documentResults.fields.ReceiptType.confidence > 0.7

D.

documentResults.fields.MerchantName.confidence < 0.7

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Questions 33

You are developing a solution for the Management-Bookkeepers group to meet the document processing requirements. The solution must contain the following components:

A form Recognizer resource

An Azure web app that hosts the Form Recognizer sample labeling tool

The Management-Bookkeepers group needs to create a custom table extractor by using the sample labeling tool.

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

Options:

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Questions 34

You are developing the chatbot.

You create the following components:

* A QnA Maker resource

* A chatbot by using the Azure Bot Framework SDK.

You need to integrate the components to meet the chatbot requirements.

Which property should you use?

Options:

A.

QnADialogResponseOptions.CardNoMatchText

B.

Qna MakerOptions-ScoreThreshold

C.

Qna Maker Op t ions StrickFilters

D.

QnaMakerOptions.RankerType

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Questions 35

You are developing the knowledgebase by using Azure Cognitive Search.

You need to meet the knowledgebase requirements for searching equivalent terms.

What should you include in the solution?

Options:

A.

a synonym map

B.

a suggester

C.

a custom analyzer

D.

a built-in key phrase extraction skill

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Questions 36

You are developing the document processing workflow.

You need to identify which API endpoints to use to extract text from the financial documents. The solution must meet the document processing requirements.

Which two API endpoints should you identify? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

/vision/v3.2/read/analyzeResults

B.

/formrecognizer/v2.0/prebuilt/receipt/analyze

C.

/vision/v3.2/read/analyze

D.

/vision/v3.2/describe

E.

/formercognizer/v2.0/custom/models{modelId}/ analyze

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Questions 37

You are developing the chatbot.

You create the following components:

• A QnA Maker resource

• A chatbot by using the Azure Bot Framework SDK

You need to add an additional component to meet the technical requirements and the chatbot requirements. What should you add?

Options:

A.

Dispatch

B.

chatdown

C.

Language Understanding

D.

Microsoft Translator

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Questions 38

You are developing the knowledgebase by using Azure Cognitive Search.

You need to process wiki content to meet the technical requirements.

What should you include in the solution?

Options:

A.

an indexer for Azure Blob storage attached to a skillset that contains the language detection skill and the text translation skill

B.

an indexer for Azure Blob storage attached to a skillset that contains the language detection skill

C.

an indexer for Azure Cosmos DB attached to a skillset that contains the document extraction skill and the text translation skill

D.

an indexer for Azure Cosmos DB attached to a skillset that contains the language detection skill and the text translation skill

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Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: Aug 15, 2025
Questions: 370
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