fixing links

Blackmist · Blackmist · commit 7dbcbc1e9465 · 2025-02-26T14:07:03.000-05:00
diff --git a/articles/ai-foundry/concepts/deployments-overview.md b/articles/ai-foundry/concepts/deployments-overview.md
@@ -35,7 +35,7 @@ Azure AI Foundry offers four different deployment options:
 | Deployment resource           | Azure OpenAI resource | Azure AI services resource | AI project resource | AI project resource |
 | Best suited when              | You are planning to use only OpenAI models | You are planning to take advantage of the flagship models in Azure AI catalog, including OpenAI. | You are planning to use a single model from a specific provider (excluding OpenAI). | If you plan to use open models and you have enough compute quota available in your subscription. |
 | Billing bases                 | Token usage & PTU         | Token usage       | Token usage<sup>1</sup>      | Compute core hours<sup>2</sup> |
-| Deployment instructions       | [Deploy to Azure OpenAI Service](../how-to/deploy-models-openai.md) | [Deploy to Azure AI model inference](../ai-services/how-to/create-model-deployments.md) | [Deploy to Serverless API](../how-to/deploy-models-serverless.md) | [Deploy to Managed compute](../how-to/deploy-models-managed.md) |
+| Deployment instructions       | [Deploy to Azure OpenAI Service](../how-to/deploy-models-openai.md) | [Deploy to Azure AI model inference](../model-inference/how-to/create-model-deployments.md) | [Deploy to Serverless API](../how-to/deploy-models-serverless.md) | [Deploy to Managed compute](../how-to/deploy-models-managed.md) |
 
 <sup>1</sup> A minimal endpoint infrastructure is billed per minute. You aren't billed for the infrastructure that hosts the model in pay-as-you-go. After you delete the endpoint, no further charges accrue.
 
@@ -64,7 +64,7 @@ Azure AI Foundry encourages customers to explore the deployment options and pick
 ## Related content
 
 * [Configure your AI project to use Azure AI model inference](../../ai-foundry/model-inference/how-to/quickstart-ai-project.md)
-* [Add and configure models to Azure AI model inference](../ai-services/how-to/create-model-deployments.md)
+* [Add and configure models to Azure AI model inference](../model-inference/how-to/create-model-deployments.md)
 * [Deploy Azure OpenAI models with Azure AI Foundry](../how-to/deploy-models-openai.md)
 * [Deploy open models with Azure AI Foundry](../how-to/deploy-models-open.md)
 * [Model catalog and collections in Azure AI Foundry portal](../how-to/model-catalog-overview.md)
diff --git a/articles/ai-foundry/how-to/configure-private-link.md b/articles/ai-foundry/how-to/configure-private-link.md
@@ -315,6 +315,6 @@ To check AI-PROJECT-GUID, go to the Azure portal, select your project, settings,
 ## Next steps
 
 - [Create an Azure AI Foundry project](create-projects.md)
-- [Learn more about Azure AI Foundry](../what-is-ai-studio.md)
+- [Learn more about Azure AI Foundry](../what-is-ai-foundry.md)
 - [Learn more about Azure AI Foundry hubs](../concepts/ai-resources.md)
 - [Troubleshoot secure connectivity to a project](troubleshoot-secure-connection-project.md)
diff --git a/articles/ai-foundry/how-to/connections-add.md b/articles/ai-foundry/how-to/connections-add.md
@@ -58,7 +58,7 @@ Follow these steps to create a new connection that's only available for the curr
 1. Browse for and select your Azure AI Search service from the list of available services and then select the type of __Authentication__ to use for the resource. Select __Add connection__.
 
     > [!TIP]
-    > Different connection types support different authentication methods. Using Microsoft Entra ID might require specific Azure role-based access permissions for your developers. For more information, visit [Role-based access control](../concepts/rbac-ai-studio.md#scenario-connections-using-microsoft-entra-id-authentication).
+    > Different connection types support different authentication methods. Using Microsoft Entra ID might require specific Azure role-based access permissions for your developers. For more information, visit [Role-based access control](../concepts/rbac-ai-foundry.md#scenario-connections-using-microsoft-entra-id-authentication).
 
     :::image type="content" source="../media/data-connections/connection-add-azure-ai-search-connect-entra-id.png" alt-text="Screenshot of the page to select the Azure AI Search service that you want to connect to." lightbox="../media/data-connections/connection-add-azure-ai-search-connect-entra-id.png":::
 
diff --git a/articles/ai-foundry/how-to/create-azure-ai-hub-template.md b/articles/ai-foundry/how-to/create-azure-ai-hub-template.md
@@ -126,5 +126,5 @@ To run the Bicep template, use the following commands from the `aistudio-basics`
 ## Next steps
 
 - [Create an Azure AI Foundry project](create-projects.md)
-- [Learn more about Azure AI Foundry](../what-is-ai-studio.md)
+- [Learn more about Azure AI Foundry](../what-is-ai-foundry.md)
 - [Learn more about hubs](../concepts/ai-resources.md)
diff --git a/articles/ai-foundry/how-to/create-azure-ai-resource.md b/articles/ai-foundry/how-to/create-azure-ai-resource.md
@@ -76,7 +76,7 @@ You can add and remove users from the Azure AI Foundry portal management center.
 
 :::image type="content" source="../media/how-to/hubs/studio-user-management.png" alt-text="Screenshot of the users area of the management center for a hub." lightbox="../media/how-to/hubs/studio-user-management.png":::
 
-For custom role assignments, use **Access control (IAM)** within the Azure portal. Learn more about hub [role-based access control](../concepts/rbac-ai-studio.md).
+For custom role assignments, use **Access control (IAM)** within the Azure portal. Learn more about hub [role-based access control](../concepts/rbac-ai-foundry.md).
 
 To add grant users permissions from the Azure portal: 
 1. Select **+ Add** to add users to your hub.
@@ -176,5 +176,5 @@ Deleting a hub deletes all associated projects. When a project is deleted, all n
 ## Related content
 
 - [Create a project](create-projects.md)
-- [Learn more about Azure AI Foundry](../what-is-ai-studio.md)
+- [Learn more about Azure AI Foundry](../what-is-ai-foundry.md)
 - [Learn more about hubs](../concepts/ai-resources.md)
diff --git a/articles/ai-foundry/how-to/create-projects.md b/articles/ai-foundry/how-to/create-projects.md
@@ -156,5 +156,5 @@ In addition, a number of resources are only accessible by users in your project
 ## Related content
 
 - [Deploy an enterprise chat web app](../tutorials/deploy-chat-web-app.md)
-- [Learn more about Azure AI Foundry](../what-is-ai-studio.md)
+- [Learn more about Azure AI Foundry](../what-is-ai-foundry.md)
 - [Learn more about hubs](../concepts/ai-resources.md)
diff --git a/articles/ai-foundry/how-to/create-secure-ai-hub.md b/articles/ai-foundry/how-to/create-secure-ai-hub.md
@@ -69,5 +69,5 @@ The managed virtual network doesn't directly provide access to your clients. Ins
 ## Next steps
 
 - [Create a project](create-projects.md)
-- [Learn more about Azure AI Foundry](../what-is-ai-studio.md)
+- [Learn more about Azure AI Foundry](../what-is-ai-foundry.md)
 - [Learn more about Azure AI Foundry hubs](../concepts/ai-resources.md)
diff --git a/articles/ai-foundry/how-to/deploy-models-cohere-rerank.md b/articles/ai-foundry/how-to/deploy-models-cohere-rerank.md
@@ -93,7 +93,7 @@ You can deploy the previously mentioned Cohere models as a service with pay-as-y
 
 - An [Azure AI Foundry project](../how-to/create-projects.md).
 
-- Azure role-based access controls are used to grant access to operations in Azure AI Foundry portal. To perform the steps in this article, your user account must be assigned the __Azure AI Developer role__ on the resource group. For more information on permissions, see [Role-based access control in Azure AI Foundry portal](../concepts/rbac-ai-studio.md).
+- Azure role-based access controls are used to grant access to operations in Azure AI Foundry portal. To perform the steps in this article, your user account must be assigned the __Azure AI Developer role__ on the resource group. For more information on permissions, see [Role-based access control in Azure AI Foundry portal](../concepts/rbac-ai-foundry.md).
 
 ### Create a new deployment 
 The following steps demonstrate the deployment of Cohere Rerank v3.5, but you can use the same steps to deploy the other Cohere rerank models by replacing the model name.
@@ -360,6 +360,6 @@ For more information on how to track costs, see [monitor costs for models offere
 
 ## Related content
 
-- [What is Azure AI Foundry?](../what-is-ai-studio.md)
+- [What is Azure AI Foundry?](../what-is-ai-foundry.md)
 - [Azure AI FAQ article](../faq.yml)
 - [Region availability for models in serverless API endpoints](deploy-models-serverless-availability.md)
