Practice Free AI-200 Exam Online Questions
You are designing a multi-modal Azure AI solution that takes both text queries and product images as input, then returns product recommendations.
Which Azure AI services are required?
- A . Azure AI Search for vector similarity search
- B . Azure AI Vision for image feature extraction or embedding
- C . Azure AI Custom Vision for product classification
- D . Azure AI Language for query processing
- E . Azure OpenAI multimodal model (GPT-4o) for joint understanding
You are deploying a microservices-based AI agentic architecture using Azure Container Apps. You need to ensure that Service A can securely call Service B without exposing Service B to the internet.
Which feature should you use?
- A . External Ingress
- B . Internal Ingress
- C . Virtual Network Peering
- D . Azure Front Door
An AI application requires a high-performance vector database. You decide to use the pgvector extension on Azure Database for PostgreSQL. You want to improve search speed for a large dataset using an index that builds a graph of neighboring vectors.
Which index type should you use?
- A . GIN (Generalized Inverted Index)
- B . IVF (Inverted File Index)
- C . HNSW (Hierarchical Navigable Small World)
- D . B-Tree
You are designing an event-driven AI pipeline where an Azure Function is triggered every time a new image is uploaded to a Blob container.
Which service provides the most reliable way to route these ‘Blob Created’ events to the function?
- A . Azure Service Bus
- B . Azure Event Hubs
- C . Azure Logic Apps
- D . Azure Event Grid
You are configuring Azure AI Search for a RAG solution. The index must support both keyword search and vector similarity search on document embeddings.
Which index configuration elements are required?
- A . A semantic configuration with a semantic ranker
- B . A scoring profile for boosting recent documents
- C . An analyzers section for keyword tokenization
- D . A vector field with the correct dimensions and similarity metric (cosine)
- E . A suggester for autocomplete
An AI agent needs to access a private Azure SQL database from an Azure Function. You want to ensure the connection is ‘Private Only’.
Which Function App feature must be configured?
- A . Deployment Slots
- B . API Keys
- C . VNet Integration (Outbound)
- D . Environment Variables
You are designing a solution where Azure OpenAI generates personalized product descriptions. Each description must reference customer purchase history. The history is stored in Azure Cosmos DB.
How should the application retrieve and inject customer history?
- A . Use Azure OpenAI On Your Data with Cosmos DB as the data source
- B . Store frequently accessed history in Azure Cache for Redis for low-latency retrieval
- C . Query Cosmos DB in the application, format as context, include in the prompt
- D . Use Semantic Kernel with a Cosmos DB memory plugin
- E . Use LangChain with a Cosmos DB retriever
You are implementing Azure OpenAI with the Semantic Kernel SDK. You want to automatically invoke a ‘SendEmail’ plugin function when the model determines it’s needed, without manual invocation.
Which Semantic Kernel feature enables this?
- A . Automatic function calling via kernel.InvokeAsync with AutoInvoke
- B . Planner with goal decomposition
- C . Kernel filters for pre/post function execution
- D . Manual function call loop checking for function_call in response
- E . KernelFunctionChoiceBehavior.Auto() in the prompt execution settings
An AI application on Azure Container Apps is crashing with an ‘Out of Memory’ (OOM) error. You need to increase the memory limit without changing the CPU.
Which setting allows you to adjust the resource ratio?
- A . Scaling Rules
- B . Dapr Sidecar settings
- C . Container CPU/Memory allocation
- D . Replicas
You are deploying a conversational AI agent using Azure Container Apps. You need to ensure the agent scales based on the number of concurrent HTTP requests.
Which scaling rule type should you configure?
- A . Custom KEDA scaler
- B . CPU/Memory scaling rule
- C . HTTP scaling rule
- D . Azure Service Bus scaler