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

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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](/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](/azure/app-service/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](/azure/app-service/deploy-intelligent-apps?pivots=openai-dotnet). If you'd like to deploy the app using an azd template, you can visit the [Azure Samples repo](https://github.com/Azure-Samples/blazor-azure-sql-vector-search?tab=readme-ov-file#deploy-with-azure-developer-cli) with deployment instructions.
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## Prerequisites
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