Microsoft AI-103 pass test : Developing AI Apps and Agents on Azure

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Microsoft AI-103 Exam Syllabus Topics:

Microsoft Developing AI Apps and Agents on Azure Sample Questions:

1. You have a product support manual.
You need to build a product support chatbot based on the manual. The solution must minimize development effort and costs.
What should you use?

A) Azure OpenAI GPT-4 with grounding data that uses Azure AI Search
B) Azure AI Phi-3-medium with fine-tuning
C) Azure AI Language Custom question answering
D) Azure AI Document intelligence

2. 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 Assistants API
B) The Responses API via Foundry Agent Service
C) The legacy text Completions API
D) The LUIS runtime API

3. You have a Microsoft Foundry project named Project1.
Project1 contains an application that processes PDF vendor invoices.
You need to configure Azure Document Intelligence in Foundry Tools to generate a Markdown output that preserves the sections and table structure of the PDFs. The solution must minimize development effort.
What should you do?

A) Configure output=figures when you analyze the PDF.
B) Configure content=markdown when you analyze the document.
C) Increase the confidence threshold.
D) Set the output_content_format=ContentFormat.MARKDOWN value.

4. Note: This section contains one or more sets of questions with the same scenario and problem. Each question presents a unique solution to the problem. You must determine whether the solution meets the stated goals. More than one solution in the set might solve the problem. It is also possible that none of the solutions in the set solve the problem.
After you answer a question in this section, you will NOT be able to return. As a result, these questions do not appear on the Review Screen.
You have a multimodal AI generative model that accepts image uploads and uses extracted image text to generate responses.
You discover that users can upload unsafe images and embed hidden instructions into images to manipulate the model.
You need to implement controls to mitigate the risk.
Solution: You configure image moderation to block unsafe content before processing the images.
Does this meet the goal?

A) Yes
B) No

5. You have a Microsoft Foundry project that generates short promotional product videos.
After several clips are approved, reviewers notice a small watermark in the top-right corner of some videos.
You need to remove the watermark without regenerating the videos.
What should you do?

A) Apply a mask-based inpainting edit to the affected part of the video.
B) Modify the original prompt to exclude watermarks.
C) Increase the guidance scale.
D) Crop the video by using the size parameter.

Solutions: