fix links and bookmarks

Author: sdgilley

articles/ai-foundry/how-to/connections-add.md

@@ -77,7 +77,7 @@ To learn more about Agent Knowledge tools, see [Knowledge tool overview](https:/
 
 ::: zone-end
 
-## Create a new connection in Azure AI Foundry portal
+## <a name="create-a-new-connection"></a> Create a new connection in Azure AI Foundry portal
 
 [!INCLUDE [tip-left-pane](../includes/tip-left-pane.md)]
 

articles/ai-foundry/includes/hub-connections.md

@@ -12,11 +12,11 @@ ms.custom: include
 
 ### Set up your environment
 
-[!INCLUDE [SDK setup](../../includes/development-environment-config.md)]
+[!INCLUDE [SDK setup](development-environment-config.md)]
 
 ### Authenticating with Microsoft Entra ID
 
-There are various authentication methods for the different connection types. When you use Microsoft Entra ID, in addition to creating the connection you might also need to grant Azure role-based access control permissions before the connection can be used. For more information, visit [Role-based access control](../../concepts/rbac-azure-ai-foundry.md#scenario-connections-using-microsoft-entra-id-authentication).
+There are various authentication methods for the different connection types. When you use Microsoft Entra ID, in addition to creating the connection you might also need to grant Azure role-based access control permissions before the connection can be used. For more information, visit [Role-based access control](../concepts/rbac-azure-ai-foundry.md#scenario-connections-using-microsoft-entra-id-authentication).
 
 [!INCLUDE [Azure Key Vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/microsoft-entra-id-akv-expanded.md)]
 
@@ -25,7 +25,7 @@ There are various authentication methods for the different connection types. Whe
 The following example uses the [AzureOpenAIConnection](/python/api/azure-ai-ml/azure.ai.ml.entities.azureopenaiconnection) class to create an Azure OpenAI in Azure AI Foundry Models connection.
 
 > [!TIP]
-> To connect to Azure OpenAI and more AI services with one connection, you can use the [AI services connection](#azure-ai-services) instead.
+> To connect to Azure OpenAI and more AI services with one connection, you can use the [AI services connection](#tab/ai-services) instead.
 
 ```python
 from azure.ai.ml.entities import AzureOpenAIConnection
@@ -50,7 +50,7 @@ ml_client.connections.create_or_update(wps_connection)
 
 ## [AI services](#tab/ai-services)
 
-The following example uses the [AzureAIServicesConnection](/python/api/azure-ai-ml/azure.ai.ml.entities.azureaiservicesconnection) class to create an Azure AI services connection. This example creates one connection for the AI services documented in the [Connect to Azure AI services](../../../ai-services/connect-services-ai-foundry-portal.md) article. The same connection also supports Azure OpenAI.
+The following example uses the [AzureAIServicesConnection](/python/api/azure-ai-ml/azure.ai.ml.entities.azureaiservicesconnection) class to create an Azure AI services connection. This example creates one connection for the AI services documented in the [Connect to Azure AI services](../../ai-services/connect-services-ai-foundry-portal.md) article. The same connection also supports Azure OpenAI.
 
 ```python
 from azure.ai.ml.entities import AzureAIServicesConnection