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Microsoft AI-103 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Implement Computer Vision Solutions | - Image classification and object detection - OCR and document intelligence |
| Topic 2: Knowledge Mining and Information Retrieval | - Indexing and semantic search - RAG (Retrieval Augmented Generation) patterns - Azure AI Search configuration |
| Topic 3: Implement Natural Language Processing Solutions | - Language understanding and intent recognition - Translation and multilingual support - Text analytics and summarization |
| Topic 4: Plan and Manage Azure AI Solutions | - Azure AI resource provisioning and configuration - Responsible AI principles and governance - Model selection and lifecycle management |
| Topic 5: Develop Generative AI Applications and Agents | - AI agents architecture
|
Microsoft Developing AI Apps and Agents on Azure Sample Questions:
You have a Microsoft Foundry agent that grounds responses from an Azure Search index that contains the following:
- Searchable text fields for product names and product codes
- A vector field that stores embeddings for product descriptions
You need to ensure that users can query the index by using the following:
- Exact product names or codes
- Natural language descriptions of the products
What should you configure?
- A. keyword search only
- B. semantic search only
- C. hybrid search
- D. vector search only
Correct Answer: C 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
You have a Microsoft Foundry project that contains an agent.
The agent ingests scanned PDF vendor invoices that contain tables and embedded QR codes.
The agent must preserve the PDF layout in the extracted output to ensure that downstream processing can reference sections and tables.
You plan to call Azure Content Understanding in Foundry Tools.
You need to extract content and layout elements and detect QR codes without requiring a language model deployment.
Which built-in analyzer should you use?
- A. prebuilt-read
- B. prebuilt-documentSearch
- C. prebuilt-documentFieldSchema
- D. prebuilt-layout
Correct Answer: D 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
You have an Azure subscription that contains an Azure Al Foundry instance named AI1.
You have an app that automatically triages and resolves issues presented in the log files of a system.
You create an incident manager agent and a DevOps agent that collaborate to resolve the issues.
You need to ensure that the incident manager agent can assign work to the DevOps agent. The solution must minimize development effort.
What should you do?
- A. Configure a connected agent for AI1.
- B. Configure prompt flow for AI1.
- C. Create a plugin for the DevOps agent.
- D. Create a plugin for the incident manager agent.
Correct Answer: A 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
In mid-2026 you are starting a brand-new agentic application on Azure and want to build on the generally available, supported entry point for Foundry agents. Which API should you target?
- A. The Responses API via Foundry Agent Service
- B. The LUIS runtime API
- C. The legacy text Completions API
- D. The Assistants API
Correct Answer: A 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
You are building a web app named App1 that generates responses by using a model deployed to a Microsoft Foundry project named Project1.
Before sending the prompts to the model, App1 must retrieve documents by using Azure AI Search.
You need to integrate Project1 and App1. The solution must meet the following requirements:
- Multiple client applications must use the same search configuration.
- A security policy must prevent key-based authentication.
- Administrative effort must be minimized.
What should you do?
- A. Create a custom HTTP connection in Foundry and manually configure Azure AI Search endpoints per application.
- B. Configure an Azure AI Search connection in Project1 and reference the connection in each application.
- C. Call Azure AI Search directly from each application by using Microsoft Entra authentication.
- D. Enable a managed identity for each application and call Azure AI Search directly.
Correct Answer: B 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
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