Question 21

You are evaluating a fine-tuned Azure OpenAI model against the base model before promoting it to production. Which Azure AI Foundry capability should you use?
  • Question 22

    You are investigating high latency in an AI search application that processes millions of requests daily.
    Telemetry is stored in Azure Monitor Logs.
    You must create a KQL query that correlates information from the AppRequests table and the AppDependencies table. The query must meet the following requirements:
    * Include only data from the last 24 hours.
    * Filter for failed requests only.
    * Calculate the average duration of dependencies, grouped by operation.
    The query must follow best practice to optimize the performance by minimizing the initial data scan.
    You need to create the query.
    In which order should perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.

    Question 23

    You deploy a new revision of an app in Azure Container Apps.
    You need to gradually shift production traffic to the revision while monitoring performance. In addition, you need to be able to quickly roll back. Which two actions should you perform?
    Each correct answer presents part of the solution. Choose two.
    NOTE: Each correct selection is worth one point.
  • Question 24

    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?
  • Question 25

    A company is implementing a publish-subscribe (Pub/Sub) messaging component by using Azure Service Bus. You are developing the first subscription application.
    In the Azure portal you see that messages are being sent to the subscription for each topic. You create and initialize a subscription client object by supplying the correct details, but the subscription application is still not consuming the messages.
    You need to ensure that the subscription client processes all messages.
    Which code segment should you use?