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articles/ai-foundry/concepts/architecture.md

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# Azure AI Foundry architecture
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> [!NOTE]
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> The architecture discussed in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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Azure AI Foundry provides a unified experience for AI developers and data scientists to build, evaluate, and deploy AI models through a web portal, SDK, or CLI. Azure AI Foundry is built on capabilities and services provided by other Azure services.
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articles/ai-foundry/concepts/vulnerability-management.md

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# Vulnerability management for Azure AI Foundry
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> [!NOTE]
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> The information provided in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, and doesn't apply for a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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Vulnerability management involves detecting, assessing, mitigating, and reporting on any security vulnerabilities that exist in an organization's systems and software. Vulnerability management is a shared responsibility between you and Microsoft.
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articles/ai-foundry/how-to/azure-policy.md

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# Audit and manage Azure AI Foundry hubs and projects
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> [!NOTE]
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> The policies discussed in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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As a platform administrator, you can use policies to lay out guardrails for teams to manage their own resources. [Azure Policy](/azure/governance/policy/) helps audit and govern resource state. This article explains how you can use audit controls and governance practices for [Azure AI Foundry](https://ai.azure.com/?cid=learnDocs).
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articles/ai-foundry/how-to/create-azure-ai-hub-template.md

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# Use an Azure Resource Manager template to create an Azure AI Foundry hub
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> [!NOTE]
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> The template used in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, and doesn't apply for a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**. For a template that creates a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**, see [Create an Azure AI Foundry project using a Bicep template](create-azure-ai-project-template.md).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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[!INCLUDE [feature-preview](../includes/feature-preview.md)]
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articles/ai-foundry/how-to/create-azure-ai-project-template.md

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# Quickstart: Create an Azure AI Foundry project using a Bicep file
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> [!NOTE]
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> The Bicep file used in this article is specific to a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**, and doesn't apply for a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. For a template that creates a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, see [Create an Azure AI Foundry hub using a template](create-azure-ai-hub-template.md).
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[!INCLUDE [hub-only-alt](../includes/uses-fdp-only-alt.md)]
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Use a [Microsoft Bicep](/azure/azure-resource-manager/bicep/overview) file (template) to create an [Azure AI Foundry](https://ai.azure.com/?cid=learnDocs) project. A template makes it easy to create resources as a single, coordinated operation. A Bicep file is a text document that defines the resources that are needed for a deployment. It might also specify deployment parameters. Parameters are used to provide input values when using the file to deploy resources.
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articles/ai-foundry/how-to/create-azure-ai-resource.md

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# How to create and manage an Azure AI Foundry hub
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> [!NOTE]
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> The information provided in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, and doesn't apply for a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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In [Azure AI Foundry portal](https://ai.azure.com/?cid=learnDocs), hubs provide the environment for a team to collaborate and organize work, and help you as a team lead or IT admin centrally set up security settings and govern usage and spend. You can create and manage a hub from the Azure portal, and then your developers can create projects from the hub.
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articles/ai-foundry/how-to/create-hub-terraform.md

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# Use Terraform to create an Azure AI Foundry hub
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> [!NOTE]
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> The information provided in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, and doesn't apply for a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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In this article, you use Terraform to create an [Azure AI Foundry](https://ai.azure.com/?cid=learnDocs) hub, a project, and AI services connection. A hub is a central place for data scientists and developers to collaborate on machine learning projects. It provides a shared, collaborative space to build, train, and deploy machine learning models. The hub is integrated with Azure Machine Learning and other Azure services, making it a comprehensive solution for machine learning tasks. The hub also allows you to manage and monitor your AI deployments, ensuring they're performing as expected.
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articles/ai-foundry/how-to/create-resource-template.md

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# Quickstart: Create an Azure AI Foundry resource using a Bicep file
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> [!NOTE]
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> The Bicep file used in this article is specific to a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**, and doesn't apply for a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. For a template that creates a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, see [Create an Azure AI Foundry hub using a template](create-azure-ai-hub-template.md).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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Use a [Microsoft Bicep](/azure/azure-resource-manager/bicep/overview) file (template) to create an [Azure AI Foundry](https://ai.azure.com/?cid=learnDocs) resource. A template makes it easy to create resources as a single, coordinated operation. A Bicep file is a text document that defines the resources that are needed for a deployment. It might also specify deployment parameters. Parameters are used to provide input values when using the file to deploy resources.
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articles/ai-foundry/how-to/create-secure-ai-hub.md

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# How to create a secure Azure AI Foundry hub and project with a managed virtual network
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> [!NOTE]
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> The information provided in this article is specific to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**, and doesn't apply for a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]**. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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[!INCLUDE [hub-only-alt](../includes/uses-hub-only-alt.md)]
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You can secure your [Azure AI Foundry](https://ai.azure.com/?cid=learnDocs) hub, projects, and managed resources in a managed virtual network. With a managed virtual network, inbound access is only allowed through a private endpoint for your hub. Outbound access can be configured to allow either all outbound access, or only allowed outbound that you specify. For more information, see [Managed virtual network](configure-managed-network.md).
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articles/ai-foundry/how-to/disaster-recovery.md

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> Azure AI Foundry itself does not provide automatic failover or disaster recovery.
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> [!NOTE]
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> The information in this article only applies to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. A **[!INCLUDE [fdp](../includes/fdp-project-name.md)]** is not supported. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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> The information in this article only applies to a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. A **[!INCLUDE [fdp](../includes/fdp-project-name.md)]** isn't supported. For more information, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
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## Understand Azure services for Azure AI Foundry
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