change ai resource to ai hub resource

Author: eric-urban

articles/ai-studio/concepts/ai-resources.md

@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: conceptual
-ms.date: 12/14/2023
+ms.date: 2/5/2024
 ms.reviewer: deeikele
 ms.author: larryfr
 author: Blackmist

articles/ai-studio/how-to/costs-plan-manage.md

@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: conceptual
-ms.date: 11/15/2023
+ms.date: 2/5/2024
 ms.reviewer: siarora
 ms.author: larryfr
 author: Blackmist 
@@ -125,7 +125,7 @@ Here's an example of how to monitor costs for an Azure AI Studio project. The co
 
     :::image type="content" source="../media/cost-management/project-costs/costs-per-project-resource-details.png" alt-text="Screenshot of the Azure portal cost analysis with Azure AI project expanded." lightbox="../media/cost-management/project-costs/costs-per-project-resource-details.png":::
 
-1. Expand **contoso_ai_resource** to see the costs for services underlying the [Azure AI](../concepts/ai-resources.md#azure-ai-resources) resource. You can also apply a filter to focus on other costs in your resource group. 
+1. Expand **contoso_ai_resource** to see the costs for services underlying the [Azure AI](../concepts/ai-resources.md#azure-ai-hub-resources) resource. You can also apply a filter to focus on other costs in your resource group. 
 
 You can also view resource group costs directly from the Azure portal. To do so:
 1. Sign in to [Azure portal](https://portal.azure.com).

articles/ai-studio/how-to/create-azure-ai-resource.md

@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: how-to
-ms.date: 11/15/2023
+ms.date: 2/5/2024
 ms.reviewer: deeikele
 ms.author: larryfr
 author: Blackmist
@@ -21,33 +21,44 @@ As an administrator, you can create and manage Azure AI hub resources. Azure AI
 
 In this article, you learn how to create and manage an Azure AI hub resource in Azure AI Studio (for getting started) and from the Azure portal (for advanced security setup).
 
-## Create an Azure AI hub resource in AI Studio for getting started
-To create a new Azure AI hub resource, you need either the Owner or Contributor role on the resource group or on an existing Azure AI hub resource. If you are unable to create an Azure AI hub resource due to permissions, reach out to your administrator. If your organization is using [Azure Policy](../../governance/policy/overview.md), don't create the resource in AI Studio. Create the Azure AI hub resource [in the Azure Portal](#create-a-secure-azure-ai-resource-in-the-azure-portal) instead.
+## Create an Azure AI hub resource in AI Studio
+
+To create a new Azure AI hub resource, you need either the Owner or Contributor role on the resource group or on an existing Azure AI hub resource. If you are unable to create an Azure AI hub resource due to permissions, reach out to your administrator. If your organization is using [Azure Policy](../../governance/policy/overview.md), don't create the resource in AI Studio. Create the Azure AI hub resource [in the Azure Portal](#create-a-secure-azure-ai-hub-resource-in-the-azure-portal) instead.
 
 Follow these steps to create a new Azure AI hub resource in AI Studio.
 
-1. From Azure AI Studio, navigate to `manage` and select `New Azure AI hub resource`.
+1. Go to the **Manage** page in [Azure AI Studio](https://ai.azure.com).
+1. Select **+ New AI hub**.
 
-1. Fill in **Subscription**, **Resource group**, and **Location** for your new Azure AI hub resource.
+1. Enter your AI hub name, subscription, resource group, and location details.
 
-    :::image type="content" source="../media/how-to/resource-create-advanced.png" alt-text="Screenshot of the Create an Azure AI hub resource wizard with the option to set basic information." lightbox="../media/how-to/resource-create-advanced.png":::
+1. In the **Azure OpenAI** dropdown, you can select an existing Azure OpenAI resource to bring all your deployments into AI Studio. If you do not bring one, we will create one for you.
 
-1. Optionally, choose an existing Azure AI services provider. By default a new provider is created. New Azure AI services include multiple API endpoints for Speech, Content Safety and Azure OpenAI. You can also bring an existing Azure OpenAI resource.
+    :::image type="content" source="../media/how-to/resource-create-advanced.png" alt-text="Screenshot of the Create an Azure AI hub resource wizard with the option to set basic information." lightbox="../media/how-to/resource-create-advanced.png":::
 
 1. Optionally, connect an existing Azure AI Search instance to share search indices with all projects in this Azure AI hub resource. An Azure AI Search instance isn't created for you if you don't provide one.
+1. Select **Next**.
+1. On the **Review and finish** page, you see the **AI Services** provider for you to access the Azure AI services such as Azure OpenAI.
+
+    :::image type="content" source="../media/how-to/resource-create-studio-review.png" alt-text="Screenshot of the review and finish page for creating an AI hub." lightbox="../media/how-to/resource-create-studio-review.png":::
+
+1. Select **Create**.
+
+When the AI hub is created, you can see it on the **Manage** page in AI Studio. You can see that initially no projects are created in the AI hub. You can [create a new project](./create-projects.md).
+
+    :::image type="content" source="../media/how-to/hub-resource-overview.png" alt-text="Screenshot of the new AI hub overview." lightbox="../media/how-to/hub-resource-overview.png":::
 
 ## Create a secure Azure AI hub resource in the Azure portal
 
-If your organization is using [Azure Policy](../../governance/policy/overview.md), setup a resource that meets your organization's requirements instead of using AI Studio for resource creation.
+If your organization is using [Azure Policy](../../governance/policy/overview.md), setup an Azure AI hub resource that meets your organization's requirements instead of using AI Studio for resource creation. 
 
 1. From the Azure portal, search for `Azure AI Studio` and create a new resource by selecting **+ New Azure AI**
-1. Fill in **Subscription**, **Resource group**, and **Region**. **Name** your new Azure AI hub resource.  
-    - For advanced settings, select **Next: Resources** to specify resources, networking, encryption, identity, and tags. 
-    - Your subscription must have access to Azure AI to create this resource.
+1. Enter your AI hub name, subscription, resource group, and location details.
+1. For advanced settings, select **Next: Resources** to specify resources, networking, encryption, identity, and tags. 
 
     :::image type="content" source="../media/how-to/resource-create-basics.png" alt-text="Screenshot of the option to set Azure AI hub resource basic information." lightbox="../media/how-to/resource-create-basics.png":::
 
-1. Select an existing **Azure AI services** or create a new one. New Azure AI services include multiple API endpoints for Speech, Content Safety and Azure OpenAI. You can also bring an existing Azure OpenAI resource. Optionally, choose an existing **Storage account**, **Key vault**, **Container Registry**, and **Application insights** to host artifacts generated when you use AI Studio.
+1. Select an existing **Azure AI services** resource or create a new one. New Azure AI services include multiple API endpoints for Speech, Content Safety and Azure OpenAI. You can also bring an existing Azure OpenAI resource. Optionally, choose an existing **Storage account**, **Key vault**, **Container Registry**, and **Application insights** to host artifacts generated when you use AI Studio.
 
     :::image type="content" source="../media/how-to/resource-create-resources.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to set resource information." lightbox="../media/how-to/resource-create-resources.png"::: 
 
@@ -97,13 +108,13 @@ To add grant users permissions:
 1. **Review + assign**. It can take up to an hour for permissions to be applied to users.
 
 ### Networking
-Azure AI hub resource networking settings can be set during resource creation or changed in the Networking tab in the Azure portal view. Creating a new Azure AI hub resource invokes a Managed Virtual Network. This streamlines and automates your network isolation configuration with a built-in Managed Virtual Network. The Managed Virtual Network settings are applied to all projects created within an Azure AI hub resource. 
+Azure AI hub resource networking settings can be set during resource creation or changed in the **Networking** tab in the Azure portal view. Creating a new Azure AI hub resource invokes a Managed Virtual Network. This streamlines and automates your network isolation configuration with a built-in Managed Virtual Network. The Managed Virtual Network settings are applied to all projects created within an Azure AI hub resource. 
 
-At Azure AI hub resource creation, select between the networking isolation modes: Public, Private with Internet Outbound, and Private with Approved Outbound. To secure your resource, select either Private with Internet Outbound or Private with Approved Outbound for your networking needs. For the private isolation modes, a private endpoint should be created for inbound access. Read more information on Network Isolation and Managed Virtual Network Isolation [here](../../machine-learning/how-to-managed-network.md). To create a secure Azure AI hub resource, follow the tutorial [here](../../machine-learning/tutorial-create-secure-workspace.md). 
+At Azure AI hub resource creation, select between the networking isolation modes: **Public**, **Private with Internet Outbound**, and **Private with Approved Outbound**. To secure your resource, select either **Private with Internet Outbound** or Private with Approved Outbound for your networking needs. For the private isolation modes, a private endpoint should be created for inbound access. Read more information on Network Isolation and Managed Virtual Network Isolation [here](../../machine-learning/how-to-managed-network.md). To create a secure Azure AI hub resource, follow the tutorial [here](../../machine-learning/tutorial-create-secure-workspace.md). 
 
 At Azure AI hub resource creation in the Azure portal, creation of associated Azure AI services, Storage account, Key vault, Application insights, and Container registry is given. These resources are found on the Resources tab during creation. 
 
-To connect to Azure AI services (Azure OpenAI, Azure AI Search, and Azure AI Content Safety) or storage accounts in Azure AI Studio, create a private endpoint in your virtual network. Ensure the PNA flag is disabled when creating the private endpoint connection. For more about Azure AI service connections, follow documentation [here](../../ai-services/cognitive-services-virtual-networks.md). You can optionally bring your own (BYO) search, but this requires a private endpoint connection from your virtual network.
+To connect to Azure AI services (Azure OpenAI, Azure AI Search, and Azure AI Content Safety) or storage accounts in Azure AI Studio, create a private endpoint in your virtual network. Ensure the PNA flag is disabled when creating the private endpoint connection. For more about Azure AI services connections, follow documentation [here](../../ai-services/cognitive-services-virtual-networks.md). You can optionally bring your own (BYO) search, but this requires a private endpoint connection from your virtual network.
 
 ### Encryption
 Projects that use the same Azure AI hub resource, share their encryption configuration. Encryption mode can be set only at the time of Azure AI hub resource creation between Microsoft-managed keys and Customer-managed keys. 
@@ -117,7 +128,7 @@ For Azure AI hub resources that use CMK encryption mode, you can update the encr
 
 ### Getting started with the AI Studio
 
-When you enter your AI Studio, under **Manage**, you have the options to create a new Azure AI hub resource, manage an existing Azure AI hub resource, or view your Quota.
+On the **Manage** page in [Azure AI Studio](https://ai.azure.com), you have the options to create a new Azure AI hub resource, manage an existing Azure AI hub resource, or view your quota.
 
 :::image type="content" source="../media/how-to/resource-manage-studio.png" alt-text="Screenshot of the Manage page of the Azure AI Studio." lightbox="../media/how-to/resource-manage-studio.png":::
 

articles/ai-studio/how-to/create-projects.md

@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: how-to
-ms.date: 1/31/2024
+ms.date: 2/5/2024
 ms.reviewer: deeikele
 ms.author: sgilley
 author: sdgilley
@@ -47,27 +47,29 @@ You can create a project in Azure AI Studio in more than one way. The most direc
     > Especially for getting started it's recommended to create a new resource group for your project. This allows you to easily manage the project and all of its resources together. When you create a project, several resources are created in the resource group, including an Azure AI hub resource, a container registry, and a storage account.
 
 1. Enter the **Location** for the Azure AI hub resource and then select **Next**. The location is the region where the Azure AI hub resource is hosted. The location of the Azure AI hub resource is also the location of the project. Azure AI services availability differs per region. For example, certain models might not be available in certain regions.
-1. Review the project details and then select **Create a project**. 
+1. On the **Review and finish** page, you see the **AI Services** provider for you to access the Azure AI services such as Azure OpenAI.
 
     :::image type="content" source="../media/how-to/projects-create-review-finish.png" alt-text="Screenshot of the review and finish page within the create project dialog." lightbox="../media/how-to/projects-create-review-finish.png":::
 
-Once a project is created, you can access the **Tools**, **Components**, and **Settings** assets in the left navigation panel. Tools and assets listed under each of those subheadings can vary depending on the type of project you've selected. For example, if you've selected a project that uses Azure OpenAI, you see the **Playground** navigation option under **Tools**. 
+1. Review the project details and then select **Create a project**. 
+
+Once a project is created, you can access the **Tools**, **Components**, and **Settings** assets in the left navigation panel. For a project that uses an Azure AI hub with support for Azure OpenAI, you see the **Playground** navigation option under **Tools**. 
 
 ## Project details
 
 In the project details page (select **Build** > **Settings**), you can find information about the project, such as the project name, description, and the Azure AI hub resource that hosts the project. You can also find the project ID, which is used to identify the project in the Azure AI Studio API.
 
-- Project name: The name of the project corresponds to the selected project in the left panel. 
-- Azure AI hub resource: The Azure AI hub resource that hosts the project. 
+- Name: The name of the project corresponds to the selected project in the left panel. 
+- AI hub: The Azure AI hub resource that hosts the project. 
 - Location: The location of the Azure AI hub resource that hosts the project. For supported locations, see [Azure AI Studio regions](../reference/region-support.md).
 - Subscription: The subscription that hosts the Azure AI hub resource that hosts the project.
 - Resource group: The resource group that hosts the Azure AI hub resource that hosts the project.
 - Permissions: The users that have access to the project. For more information, see [Role-based access control in Azure AI Studio](../concepts/rbac-ai-studio.md).
 
-Select the Azure AI hub resource, subscription, or resource group to navigate to the corresponding resource in the Azure portal.
+Select **View in the Azure portal** to navigate to the project resources in the Azure portal.
 
 ## Next steps
 
-- [QuickStart: Moderate text and images with content safety in Azure AI Studio](../quickstarts/content-safety.md)
+- [Deploy a web app for chat on your data](../tutorials/deploy-chat-web-app.md)
 - [Learn more about Azure AI Studio](../what-is-ai-studio.md)
 - [Learn more about Azure AI hub resources](../concepts/ai-resources.md)