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Microsoft AB-410 Exam Syllabus Topics:

Microsoft Building Intelligent Applications Sample Questions:

1. A developer creates an AI application requiring semantic search over millions of product descriptions. Users should find relevant products even when search terms do not exactly match stored text. Which capability is required?

A) File compression
B) SQL stored procedures
C) Keyword indexing only
D) Vector embeddings search

2. An accounting team is assigned to a model-driven app to manage financial data.
The app is currently visible in the app launcher but inaccessible to the accounting team.
Users must be able to:
- Open the app.
- Access and record financial data.
You need to resolve the access issues.
What should you do?

A) Configure app visibility privileges for the users.
B) Grant the users table-level permissions to the required tables.
C) Set the app as the default app for the users.
D) Assign users the appropriate security roles.

3. A company wants to build a generative AI assistant that answers employee questions using internal policies stored in SharePoint. The assistant must provide responses based only on approved company documents. Which architecture pattern should be implemented?

A) Retrieval-Augmented Generation
B) Reinforcement learning
C) Model fine-tuning only
D) Image classification pipeline

4. A developer wants a generative AI application to consistently return responses in a structured format that another application can process automatically. Which technique should be applied?

A) Increasing model randomness
B) Removing system instructions
C) Prompt engineering with output constraints
D) Disabling validation logic

5. Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear on the review screen.
A company uses a model-driven app.
The company must be able to dynamically control how components of the form behave as users interact with it. The solution must modify the form in real time while the user interacts with the interface.
You need to enforce client-side behavior dynamically.
Solution: Use business rules to show inline error messages.
Does the solution meet the goal?

A) Yes
B) No

Solutions: