Plan and manage an Azure AI solution Questions
Practice questions for Plan and manage an Azure AI solution topic in Microsoft Certified: Azure AI Apps and Agents Developer Associate. 57 questions covering this domain.
A travel assistant must remember a user's dietary restrictions across sessions and also search the user's newly uploaded trip documents during the cur...
A team is connecting an MCP server to an agent and wants to avoid storing secrets if the server supports it. Which authentication method should they p...
A platform team wants several development teams to have separate Foundry projects while sharing the same parent resource's deployments, network settin...
An architect needs a grounding store that supports vector search, hybrid search, and semantic ranking for an AI app. Which Azure service should they c...
A developer needs one project endpoint for Foundry setup tasks and also wants an OpenAI-compatible client for responses and agents. Which pattern matc...
An AI app running on Azure must call another Azure service without storing secrets in code. What should the developer use?
A development team wants a single Azure platform where they can create projects, deploy models, build agents, and monitor AI assets. Which platform be...
A business analyst wants a visual, no-code way to build an AI process with branching logic and approval steps. Which Foundry capability should be used...
An engineer must inspect every model call, tool invocation, and latency bottleneck in a multi-step agent. What should they enable?
A security team needs different thresholds for hate, sexual, violence, and self-harm categories and also wants the option to annotate or block prompts...
A support agent should remember each user's preferred contact style across future sessions. Which Foundry capability should be added?
Before production, a team wants to measure groundedness, relevance, quality, and safety for a RAG app. Which Foundry capability should they use?
A central platform resource already exists. One product team now needs its own project-level access controls but must keep using the parent resource's...
A team needs private networking, custom content filtering, keyless authentication, and the broadest deployment capabilities for its model endpoint. Wh...
You must store the API keys used by an Azure AI Foundry application so that they are not embedded in source code or app settings. Which Azure service ...
An auditor requires that Foundry inference traffic is logged with prompt and completion content for compliance review, while still respecting customer...
You receive a model retirement notice for an Azure OpenAI model your production app depends on. What is the recommended first step?
Your Azure OpenAI workload has steady, predictable token throughput and you require guaranteed capacity with a fixed monthly cost. Which deployment op...
An Azure AI Foundry deployment must be reachable only from your corporate virtual network. Which feature isolates the inference endpoint from the publ...
You want a single Azure AI Foundry hub to share networking and security configuration across many projects owned by different teams, while letting eac...
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