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articles/app-service/deploy-intelligent-apps-dotnet-to-azure-sql.md

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@@ -3,7 +3,7 @@ title: 'Deploy a .NET Blazor app connected to Azure SQL and Azure OpenAI on Azur
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description: Get started connecting Azure SQL to your OpenAI app
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author: jefmarti
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ms.author: jefmarti
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ms.date: 02/07/2025
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ms.date: 02/10/25
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ms.topic: article
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ms.custom: devx-track-dotnet, linux-related-content
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ms.collection: ce-skilling-ai-copilot
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When creating intelligent apps, you may want to ground the context of your app using your own SQL data. With the recent announcement of [Azure SQL vector support (preview)](https://devblogs.microsoft.com/azure-sql/announcing-eap-native-vector-support-in-azure-sql-database/), you can ground the context using the Azure SQL data you already have with new [vector functions](https://learn.microsoft.com/sql/t-sql/functions/vector-functions-transact-sql) that help manage vector data.
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In this tutorial, you'll create a RAG sample application by setting up a Hybrid vector search against your Azure SQL database using a .NET 8 Blazor app. This example builds from the previous documentation to deploy a [.NET Blazor app with OpenAI](./deploy-intelligent-apps?pivots=openai-dotnet).
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In this tutorial, you'll create a RAG sample application by setting up a Hybrid vector search against your Azure SQL database using a .NET 8 Blazor app. This example builds from the previous documentation to deploy a [.NET Blazor app with OpenAI](../.././deploy-intelligent-apps?pivots=openai-dotnet).
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#### Prerequisites
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### Set up Blazor web app
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For this example, we're creating a simple chat box to interact with. If you're using the prerequisite .NET Blazor app from the [previous article](./deploy-intelligent-apps?pivots=openai-dotnet), you can skip the changes to the *OpenAI.razor* file as the content is the same. However, you need to make sure the following packages are installed:
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For this example, we're creating a simple chat box to interact with. If you're using the prerequisite .NET Blazor app from the [previous article](.././deploy-intelligent-apps?pivots=openai-dotnet), you can skip the changes to the *OpenAI.razor* file as the content is the same. However, you need to make sure the following packages are installed:
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Install the following packages to interact with Azure OpenAI and Azure SQL.
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### API keys and endpoints
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Using the Azure OpenAI resource requires the use of API keys and endpoint values. See the documentation in the previous article for setting up [Azure Key Vault references](./deploy-intelligent-apps?pivots=openai-dotnet#api-keys-and-endpoints) to manage and handle your secrets with Azure OpenAI. Although not required, we do recommend using managed identity to secure your client without the need to manage API keys. See the previous [documentation](./deploy-intelligent-apps?pivots=openai-dotnet#secure-your-app-with-managed-identity) to set up your Azure OpenAI client in the next step to use managed identity with Azure OpenAI.
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Using the Azure OpenAI resource requires the use of API keys and endpoint values. See the documentation in the previous article for setting up [Azure Key Vault references](../../../../deploy-intelligent-apps?pivots=openai-dotnet#api-keys-and-endpoints) to manage and handle your secrets with Azure OpenAI. Although not required, we do recommend using managed identity to secure your client without the need to manage API keys. See the previous [documentation](./deploy-intelligent-apps?pivots=openai-dotnet#secure-your-app-with-managed-identity) to set up your Azure OpenAI client in the next step to use managed identity with Azure OpenAI.
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### Add Azure OpenAI client
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