Practice Free AI-200 Exam Online Questions
You are building a multi-agent system on Azure Container Apps. You need to implement the ‘Saga’ pattern to manage a long-running transaction across three different agents (Ordering, Inventory, and Payment).
Which Dapr building block is specifically designed to handle this workflow state?
- A . State Management
- B . Bindings
- C . Pub/Sub
- D . Workflows (Alpha/Beta)
An AI application on AKS needs to access an Azure SQL Database. You want to use ‘Workload Identity’.
Which annotation must be added to the Kubernetes Service Account?
- A . [azure.microsoft.com/managed-identity-id](https://azure.microsoft.com/managed-identity-id)
- B . azure.workload.identity/use: true
- C . app.kubernetes.io/name
- D . kubernetes.io/enforce-ssl
You are deploying an AI model to Azure App Service. You want to monitor the ‘Memory Working Set’ to see if the model is leaking memory over time.
Which tool provides this specific performance metric?
- A . Resource Health
- B . Azure Advisor
- C . Azure Monitor Metrics Explorer
- D . Activity Log
You are implementing Azure OpenAI with Semantic Kernel. You need to create a planner that automatically selects and orchestrates plugins to complete a user goal.
Which Semantic Kernel planner types are available?
- A . Concurrent Planner
- B . FunctionCallingStepwisePlanner
- C . Auto Function Calling via kernel invocation
- D . Handlebars Planner
- E . Sequential Planner
A developer needs to handle the case where Azure OpenAI returns a finish_reason of ‘content_filter’ in the response.
Which application behavior is appropriate?
- A . Display a generic error message to the user: ‘I cannot respond to that request’
- B . Raise an exception and terminate the conversation
- C . Parse the content_filter_result to understand which category was triggered
- D . Retry the request with modified parameters
- E . Log the blocked request for security review
A developer needs to use the Azure AI Vision Image Analysis 4.0 API. They want dense captions and object detection in one call.
Which API endpoint and parameters are correct?
- A . POST /computervision/imageanalysis: analyze with features=denseCaptions, objects
- B . Use the Read endpoint for dense captions
- C . POST /vision/v3.2/analyze with visualFeatures=Description, Objects
- D . Use the Analyze endpoint with api-version=2023-02-01-preview or later
- E . Combine two separate API calls for captions and objects
You are deploying an AI agent using Azure Container Apps. The agent needs to store state across multiple user sessions in a way that is highly available and supports low-latency access.
Which Dapr component should you configure?
- A . State Management
- B . Bindings
- C . Pub/Sub
- D . Service Invocation
You are building a multilingual customer support app. It must translate incoming messages to English, detect intent, and route to the correct department.
Which combination of Azure AI services covers all three requirements?
- A . Azure AI Translator + Azure AI Language (CLU) + Azure Logic Apps routing
- B . Azure AI Speech + Azure AI Vision + Azure Bot Service
- C . Azure OpenAI + Azure AI Search + Azure Functions
- D . Azure AI Language sentiment analysis + Azure Translator + Power Automate
- E . Azure AI Translator + Azure AI Language + Azure Bot Service
You need to build a multi-agent system using AutoGen on Azure. One agent browses the web and another writes code.
What defines the communication pattern between agents?
- A . ConversableAgent with initiate_chat() method
- B . Publish-subscribe pattern with Azure Service Bus
- C . GroupChat with a GroupChatManager for orchestration
- D . Direct agent-to-agent function calls
- E . Sequential agent pipeline
You are building an AI agent that uses the ‘RAG’ pattern. You need to ensure that the agent only retrieves data that was created by the user’s specific department.
Which field should you add to your Azure AI Search index to support this?
- A . Search Score
- B . Metadata Filter (e.g. DepartmentID)
- C . Semantic Caption
- D . Vector Embedding