You need to combine multiple text chunks into a single field before sending them to a translation skill. Which utility skill should you use?
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Correct AnswerB
The Merge skill is used to consolidate multiple inputs into a single string, often used for reassembling text after splitting.
Question 112
You want to automate the deployment of your AI agent using a CI/CD pipeline. Which tool is most commonly used to define the infrastructure as code (IaC) for Azure AI resources?
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Correct AnswerB
Bicep and Terraform allow you to define and deploy Azure resources like OpenAI and AI Search in a repeatable way.
Question 113
Which specialized skill allows you to call a custom Azure Function to perform a proprietary calculation during the indexing process?
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Correct AnswerA
The Web Api skill provides an interface to call any custom REST endpoint, such as an Azure Function, during enrichment.
Question 114
You want to combine the strengths of keyword matching and vector-based semantic search. Which Azure AI Search feature should you implement?
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Correct AnswerC
Hybrid search executes both a keyword and a vector query simultaneously to provide the most comprehensive results.
Question 115
You are using "Managed Identity" to access Azure OpenAI. Which Role-Based Access Control (RBAC) role is the minimum required to generate completions?
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Correct AnswerB
The Cognitive Services User (or Cognitive Services OpenAI User) role allows for inference without providing full administrative rights.
Question 116
You are using the Python SDK to interact with an agent. You want to receive the model's response token-by-token in real-time. Which feature should you use?
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Correct AnswerC
Event streaming allows the client to receive a continuous stream of events (like thread.message.delta) as the model generates them.
Question 117
When an agent enters the requires_action state, how should the client application submit the tool outputs back to the agent?
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Correct AnswerC
The submit_tool_outputs method (or similar SDK equivalent) is the specific call used to provide function results back to a pending Run.
Question 118
You want to save the enriched metadata (like extracted entities) into a permanent storage outside of the search index. Which feature should you enable?
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Correct AnswerB
Knowledge Store allows you to project enriched data into Azure Tables, Blobs, or Files for independent analysis.
Question 119
Which object in the Agent SDK contains the usage statistics (prompt tokens, completion tokens) for a specific execution?
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Correct AnswerB
The Run object contains a usage field that details the token consumption once the run reaches a terminal state.
Question 120
You want to encrypt your AI Search index using a key you manage in your own vault. What is this called?
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Correct AnswerD
CMK allows you to use your own keys from Azure Key Vault to encrypt data at rest, providing an additional layer of control.
