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AI-200 Developing AI Cloud Solutions on Azure Questions and Answers

Questions 4

You are designing an Azure Database for PostgreSQL table for semantic search. Queries frequently filter on the created_at column. The schema must support vector similarity search and reliable date filtering You need to ensure that the table meets the requirements.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two NOTE: Each correct selection is worth one point.

Options:

A.

Store embeddings in a pgvector column.

B.

Store embeddings in a varchar column.

C.

Use a typed timestamp column for created_at.

D.

Store created_at as a free-form string.

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Questions 5

You are developing several microservices to run on Azure Container Apps. External HTTP ingress traffic has been enabled for the Microservices.

A deployed microservice must be updated to allow users to test new features. You have the following requirements:

* Enable and maintain a single URL for the updated microservice to provide to test users.

* Update the microservice that corresponds to the current microservice version.

You need to configure Azure Container Apps.

Which features should you configure? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-200 Question 5

Options:

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Questions 6

You are creating a hazard notification system that has a single signaling server which triggers audio and visual alarms to start and stop.

You implement Azure Service Bus to publish alarms, each alarm controller uses Azure Service Bus to receive alarm signals as part of a transaction Alarm events must be recorded for audit purposes Each transaction record must include information about the alarm type that was activated.

You need to implement a reply-trail auditing solution

Which two actions should you perform? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Assign the value of the hazard message SessionId property to the ReplyToSessionld property.

B.

Assign the value of the hazard message MessageId property to the SequenceNumber property

C.

Assign the value of the hazard message SequenceNumber property to the DeliveryCount property.

D.

Assign the value of the hazard message SessionId property to the SequenceNumber property.

E.

Assign the value of the hazard message MessageId p ' operty to the DeliveryCount property.

F.

Assign the value of the hazard message MessageId property to the CorrelationId property

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Questions 7

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?

Options:

A.

HTTP liveness probe

B.

HTTP startup probe

C.

TCP readiness probe

D.

HTTP readiness probe

E.

TCP liveness probe

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Questions 8

You are configuring sampling for a distributed application that sends traces to Azure Monitor. The solution must:

• Preserve upstream sampling decisions across distributed traces

• Capture all spans during local testing.

• Sample 10 percent of traces in production.

You need to apply the appropriate sampling configuration for each requirement.

What should you do? To answer, move the appropriate configurations to the correct requirements. You may use each configuration once, more than once or not at all. You may need to move the split bar Between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

AI-200 Question 8

Options:

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Questions 9

You need to configure a connection string for the partner-facing service according to the technical requirements.

What should you use?

Options:

A.

Azure Key Vault references in App Service settings

B.

GitHub secrets

C.

Azure Container Registry Helm chart package

D.

Dockerfile ENV instructions

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Questions 10

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.

Options:

A.

Add a composite index on the vector fields and metadata properties of the container.

B.

Reduce the numeric precision of the vector embeddings where supported.

C.

Set the account consistency level to Strong.

D.

Change the vector index type from flat to quantizedFlat or diskANN.

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Questions 11

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.

AI-200 Question 11

Options:

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Questions 12

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.

AI-200 Question 12

Options:

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Questions 13

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?

Options:

A.

Local Git deployment

B.

GitHub Actions

C.

Azure Functions Core Tools

D.

Azure CLI

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Exam Code: AI-200
Exam Name: Developing AI Cloud Solutions on Azure
Last Update: Aug 22, 2026
Questions: 50

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