Developing AI Cloud Solutions on Azure Questions and Answers
You need to address the known issue resulting from vector similarity queries.
Which two actions should you perform? Each correct answer presents part of the solution. Choose two.
NOTE: Each correct selection is worth one point.
You need to configure vector embedding updates according to the business and technical requirements.
Which information should you use? To answer, select the appropriate option in the answer area.
NOTE: Each correct selection is worth one point.

You need to implement trace correlation according to the business requirements.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.

You need to deploy Azure function resources and apps by using an automated, version-controlled CI/CD pipeline that supports declarative infrastructure deployment. What should you use?
You need to configure a connection string for the partner-facing service according to the technical requirements.
What should you use?
You are implementing an application by using Azure Event Grid to push near-real-time information to customers.
You have the following requirements:
• You must send events to thousands of customers that include hundreds of various event types.
• The events must be filtered by event type before processing.
• Authentication and authorization must be handled by using Microsoft Entra ID.
• The events must be published to a single endpoint
You need to implement Azure Event Grid
Solution: Publish events to a system topic. Create an event subscription for each customer.
Does the solution meet the goal?
You are developing a microservices-based application that uses Azure Container Apps. The application consists of several containerized services that handle tasks, such as processing orders, managing inventory, and generating reports. You deploy a new revision of the processing orders app.
Processing orders must be triggered by a web request and must always be available based on incoming web requests.
You need to validate that the replica is ready to handle incoming requests.
What should you implement?
You are developing a Java application to be deployed in Azure. The application stores sensitive data in Azure Cosmos DB.
You need to configure Always Encrypted to encrypt the sensitive data inside the application.
What should you do first?



