Practice Free AI-200 Exam Online Questions
You are building a content generation pipeline using Azure OpenAI. Generated content must be reviewed for brand compliance before publication.
Which architecture implements human-in-the-loop review efficiently?
- A . Azure Durable Functions with human interaction pattern using external events
- B . Azure Logic Apps workflow: Generate content → Send for approval via email → Publish on approval
- C . Azure AI Studio Prompt Flow with a human review step node
- D . LangGraph with interrupt_before on the publish node for human review
- E . Build a custom web app with review queue backed by Azure Service Bus
You are building an AI agent that needs to call an external API that requires an OAuth2 token. You want to manage this sensitive token without the agent ever seeing the raw credential.
Which Azure service is designed for this ‘Secret-less’ flow?
- A . Azure Managed Redis
- B . Azure API Management (APIM)
- C . Azure DNS
- D . Azure Key Vault with Managed Identity
An AI application on AKS requires high-speed access to a 2TB dataset. You want a storage solution that can be mounted by multiple pods simultaneously with ReadWriteMany (RWX) access.
Which service should you use?
- A . Local SSD
- B . Azure Blob Storage (Archive)
- C . Azure Files (Premium)
- D . Azure Disk
You are configuring an AI agent to use ‘Azure OpenAI on your data’. You need to ensure the search results only include information that the current user has permission to see.
How should you implement this ‘Security Trimming?
- A . Manually filter results in the application code
- B . Disable the search index and use Blob storage directly
- C . Use security filters based on user group IDs in the search query
- D . Create separate search indexes for every user
You are building an AI agent that processes customer feedback. You want to identify the ‘Language’ of the feedback automatically to route it to the correct regional agent.
Which Azure AI service provides this specific ‘Detection’ capability?
- A . Azure AI Search
- B . Azure AI Language (Language Detection)
- C . Azure Managed Redis
- D . Azure OpenAI
A retail company uses Azure AI Video Indexer to analyze customer interaction videos from promotional displays. The application needs to identify when a customer looks at a display, extract any spoken feedback as English text, and detect facial expressions indicating positive sentiment.
Which two steps or configurations are necessary when using the Video Indexer service for this scenario? (Select TWO)
- A . Deploy a standalone Azure AI Speech Custom Voice model to decode the visual pixel streams.
- B . Train a Document Intelligence Custom Neural model to read the speaker’s lip movements via bounding boxes.
- C . Call the Upload Video API with the video URL and specify the appropriate indexingPreset to extract audio and visual insights.
- D . Retrieve the processed insights JSON payload to parse facial animation, sentiment indicators, and transcript blocks.
- E . Configure an Azure API Management proxy to force-translate video frames into static text documents.
An AI agent on Azure Container Apps needs to pull an image from a private registry. You want to use the ‘Least Privilege’ principle.
Which role should the Managed Identity have?
- A . AcrPush
- B . Reader
- C . AcrPull
- D . AcrDelete
You are designing an event-driven AI workflow using Azure Service Bus. You need to ensure that if an agent fails to process a message due to a temporary ‘Rate Limit’ error from an LLM, the message is retried automatically after a delay.
What should you use?
- A . Dead-lettering
- B . Message Expiration
- C . Poison Message queue
- D . Exponential Backoff with Scheduled Retries