Microsoft AI-102 Exam Dumps

Get All Designing and Implementing a Microsoft Azure AI Solution Exam Questions with Validated Answers

AI-102 Pack
Vendor: Microsoft
Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Exam Questions: 381
Last Updated: October 25, 2025
Related Certifications: Azure AI Engineer Associate
Exam Tags: Artificial Intelligence certifications, Microsoft Azure certifications Intermediate Azure AI Engineer
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Free Microsoft AI-102 Exam Actual Questions

Question No. 1

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

You need to implement document-level filtering for Azure Cognitive 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.

Show Answer Hide Answer
Correct Answer: C, D, F

Your documents must include a field specifying which groups have access. This information becomes the filter criteria against which documents are selected or rejected from the result set returned to the issuer.

D: A query request targets the documents collection of a single index on a search service.

CF: In order to trim documents based on group_ids access, you should issue a search query with a group_ids/any(g:search.in(g, 'group_id1, group_id2,...')) filter, where 'group_id1, group_id2,...' are the groups to which the search request issuer belongs.


https://docs.microsoft.com/en-us/azure/search/search-security-trimming-for-azure-search

Question No. 2

You need to build a chatbot that meets the following requirements:

Supports chit-chat, knowledge base, and multilingual models

Performs sentiment analysis on user messages

Selects the best language model automatically

What should you integrate into the chatbot?

Show Answer Hide Answer
Correct Answer: C

Language Understanding: An AI service that allows users to interact with your applications, bots, and IoT devices by using natural language.

QnA Maker is a cloud-based Natural Language Processing (NLP) service that allows you to create a natural conversational layer over your dat

a. It is used to find the most appropriate answer for any input from your custom knowledge base (KB) of information.

Text Analytics: Mine insights in unstructured text using natural language processing (NLP)---no machine learning expertise required. Gain a deeper understanding of customer opinions with sentiment analysis. The Language Detection feature of the Azure Text Analytics REST API evaluates text input

Incorrect Answers:

A, B, D: Dispatch uses sample utterances for each of your bot's different tasks (LUIS, QnA Maker, or custom), and builds a model that can be used to properly route your user's request to the right task, even across multiple bots.


https://azure.microsoft.com/en-us/services/cognitive-services/text-analytics/

https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/overview/overview

Question No. 3

You are building an app that uses a Language Understanding model to analyze text files. You need to ensure that the app can detect the following entities:

* Temperatures

* Currency values

* Email addresses

* Telephone numbers

The solution must minimize development effort.

Which model capability should you use?

Show Answer Hide Answer
Correct Answer: E

Question No. 4

You have an Azure Cognitive Search solution and an enrichment pipeline that performs Sentiment Analysis on social media posts.

You need to define a knowledge store that will include the social media posts and the Sentiment Analysis results.

Which two fields should you include in the definition? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Show Answer Hide Answer
Correct Answer: D, E

Question No. 5

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?

Show Answer Hide Answer
Correct Answer: C

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