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Free AI-102 sample questions

Real questions from the Azure AI Engineer practice bank, with the correct answer and an explanation for each one. No junk, no filler.

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Showing 8 of 17 free sample questions.

Question 1Choose one

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 automaticallyWhat should you integrate into the chatbot?

Question 2Choose one

Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English.You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort.Which Azure service should you use?

Question 3Choose 2

You are developing a new sales system that will process the video and text from a public-facing website.You plan to monitor the sales system to ensure that it provides equitable results regardless of the user's location or background.Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.

Question 4Choose one

You have the following C# method for creating Azure Cognitive Services resources programmatically.You need to call the method to create a free Azure resource in the West US Azure region. The resource will be used to generate captions of images automatically.Which code should you use?

Question 5Choose one

You successfully run the following HTTP request.POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups/RG1/providers/Microsoft.CognitiveServices/accounts/contoso1/regenerateKey?api-version=2017-04-18Body{"keyName": "Key2"}What is the result of the request?

Question 6Choose one

You are designing an autonomous customer support solution for a telecommunications company using Azure AI Agent Service. The system must autonomously handle complex user refunds by looking up customer data, calculating refund eligibility based on usage logs, and submitting refund requests to a legacy payment system via REST API. The agent must be able to reason through the steps without a hardcoded workflow. Which component should you implement to enable the agent to interact with the external payment system?

Question 7Choose one

You are implementing a multi-agent system using the AutoGen framework to generate software code. You need to configure a specific agent that executes the code generated by the 'Assistant' agent to validate it. This agent should run within a Docker container to prevent malicious code execution on the host system. Which type of agent configuration should you use?

Question 8Choose one

You are optimizing a Retrieval-Augmented Generation (RAG) solution in Azure AI Foundry. Users report that the model answers are accurate but often lack cohesion when summarizing long documents split into many small chunks. You need to improve the flow of the answers without losing the detail provided by the chunks. What should you adjust in your chunking strategy?

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