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articles/ai-studio/quickstarts/get-started-code.md

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## Prerequisites
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> [!IMPORTANT]
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> You must have the necessary permissions to add role assignments for storage accounts in your Azure subscription. Granting permissions (adding role assignment) is only allowed by the **Owner** of the specific Azure resources. You might need to ask your IT admin for help to [grant access to call Azure OpenAI Service using your identity](#grant-access-to-call-azure-openai-service-using-your-identity).
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Before you can follow this quickstart, create the resources that you need for your application:
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- An [AI Studio hub](../how-to/create-azure-ai-resource.md) for connecting to external resources.
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- A [project](../how-to/create-projects.md) for organizing your project artifacts and sharing traces and evaluation runs.
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- A [deployed Azure OpenAI](../how-to/deploy-models-openai.md) chat model (gpt-35-turbo or gpt-4)
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Complete the [AI Studio playground quickstart](../quickstarts/get-started-playground.md) to create these resources if you haven't already. You can also create these resources by following the [SDK guide to create a hub and project](../how-to/develop/create-hub-project-sdk.md) article.
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Also, you must have the necessary permissions to add role assignments for storage accounts in your Azure subscription. Granting permissions (adding role assignment) is only allowed by the **Owner** of the specific Azure resources. You might need to ask your IT admin for help to [grant access to call Azure OpenAI Service using your identity](#grant-access-to-call-azure-openai-service-using-your-identity).
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## Grant access to call Azure OpenAI Service using your identity
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To use security best practices, instead of API keys we use [Microsoft Entra ID](/entra/fundamentals/whatis) to authenticate with Azure OpenAI using your user identity.

articles/ai-studio/tutorials/copilot-sdk-build-rag.md

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## [Azure CLI](#tab/cli)
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1. Open a terminal on your local machine.
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1. Type `az` and then enter to verify that the Azure CLI tool is installed. If it's installed, a help menu with `az` commands appears. If you get an error, make sure you followed the [steps for installing the Azure CLI in the quickstart](../quickstarts/get-started-code.md#install-the-azure-cli-and-login).
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1. Type `az` and then enter to verify that the Azure CLI tool is installed. If it's installed, a help menu with `az` commands appears. If you get an error, make sure you followed the [steps for installing the Azure CLI in the quickstart](../quickstarts/get-started-code.md#install-the-azure-cli-and-sign-in).
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1. Follow the steps to create an Azure AI Search service using the [`az search service create`](../../search/search-manage-azure-cli.md#create-or-delete-a-service) command.
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