Prepare with Microsoft AI-103 exam practice material, pass for sure
Updated: Jul 15, 2026
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Microsoft Developing AI Apps and Agents on Azure Sample Questions:
1. You have a Microsoft Foundry project that contains a customer support agent. The agent calls an internal knowledge API tool before generating responses.
Users report the following issues:
- Some requests take more than 15 seconds to complete.
- Some responses are incorrect, even when the knowledge API returns the expected data.
You need to inspect individual agent runs to view the ordered sequence of large language model (LLM) calls, tool invocations, and timing information.
Which observability capability should you use?
A) tracing
B) monitoring
C) safety metrics
D) token usage
2. You have a large collection of image files and PDF documents stored in an Azure Storage account. The documents contain tabular data.
You need to extract the tables into a structured format that can be imported into a database. The solution must minimize development effort. What should you use?
A) Azure AI Video Indexer
B) Azure Vision in Foundry Tools
C) Azure Content Understanding in Foundry Tools
D) Azure Document Intelligence in Foundry Tools
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) Add a connection to the Azure AI Search resource.
B) Disable key-based access control on the Azure AI Search resource.
C) Enable role-based access control (RBAC) for the Azure AI Search resource.
D) Create a managed private endpoint that connects to the Azure AI Search resource.
4. You have an Azure subscription.
You plan to build an app that will use the Azure OpenAI DALL-E model.
You need to deploy the model.
What should you use?
A) the Azure SDK for JavaScript and Azure Machine Learning Studio
B) the Azure SDK for Python and PowerShell cmdlets
C) Azure AI Studio and Azure Command-Line Interface (CLI)
D) the Azure portal and Microsoft Graph API
5. You plan to build an agent that will combine and process multiple files uploaded by users.
You are evaluating whether to use the Azure AI Agent Service to develop the agent.
What is the maximum size of all the files that can be uploaded to the service?
A) 1 TB
B) 100 GB
C) 1 GB
D) 10 GB
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: B |
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