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fixed blocking issues
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learn-pr/wwl-data-ai/develop-ai-agent-with-semantic-kernel/6-knowledge-check.yml

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- content: "Modify the AI model's architecture to integrate the plugin"
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isCorrect: false
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explanation: "Incorrect. Plugins work through function calling and don't require modifications to the AI model itself."
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- content: "Configure the plugin in Azure Portal before using it in Semantic Kernel"
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- content: "Configure the plugin in Azure portal before using it in Semantic Kernel"
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isCorrect: false
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explanation: "Incorrect. Plugins are defined and added programmatically in the codebase, not configured in the Azure Portal."
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explanation: "Incorrect. Plugins are defined and added programmatically in the codebase, not configured in the Azure portal."
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- content: "Define a class with methods annotated using the `kernel_function` decorator"
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isCorrect: true
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explanation: "Correct. The first step in using a plugin is defining a class and annotating its methods with the `kernel_function` decorator so the AI knows how to use them."

learn-pr/wwl-data-ai/develop-ai-agent-with-semantic-kernel/includes/1-introduction.md

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After completing this module, you're now able to:
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- Use Semantic Kernel to connect to an Azure AI Foundry project
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- Create Azure AI Agent Service agents using the Semantic Kernel SDK
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- Integrate plugin functions with your AI agent
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- Use Semantic Kernel to connect to an Azure AI Foundry project.
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- Create Azure AI Agent Service agents using the Semantic Kernel SDK.
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- Integrate plugin functions with your AI agent.

learn-pr/wwl-data-ai/develop-ai-agent-with-semantic-kernel/includes/3-create-azure-ai-agent.md

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An AzureAIAgent object encapsulates all the core capabilities you typically use the Kernel for, like function execution, planning, and memory access. This object acts as a self-contained agent runtime.
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To use an AzureAIAgent:
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1. Create an Azure AI Foundry project
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1. Add the project connection string to your Semantic Kernel application code
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1. Create an AzureAIAgentSettings object
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1. Create an AzureAIAgent client
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1. Create an agent definition on the agent service provided by the client
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1. Create an agent based on the definition
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1. Create an Azure AI Foundry project.
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1. Add the project connection string to your Semantic Kernel application code.
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1. Create an AzureAIAgentSettings object.
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1. Create an AzureAIAgent client.
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1. Create an agent definition on the agent service provided by the client.
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1. Create an agent based on the definition.
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Here is the code that illustrates how to create an AzureAIAgent:
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learn-pr/wwl-data-ai/develop-ai-agent-with-semantic-kernel/includes/7-summary.md

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More reading:
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- Learn more about the [Semantic Kernel Agent Framework](https://learn.microsoft.com/semantic-kernel/frameworks/agent/?pivots=programming-language-python)
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- Learn more about the [Semantic Kernel Agent Framework](/semantic-kernel/frameworks/agent/?pivots=programming-language-python)
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- Learn more about [Azure AI Agent Service](https://techcommunity.microsoft.com/blog/azure-ai-services-blog/introducing-azure-ai-agent-service/4298357)
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- Practice [developing generative AI apps with Semantic Kernel](https://learn.microsoft.com/training/paths/develop-ai-agents-azure-open-ai-semantic-kernel-sdk/)
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- Practice [developing generative AI apps with Semantic Kernel](/training/paths/develop-ai-agents-azure-open-ai-semantic-kernel-sdk/)

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