Merge pull request #277959 from MicrosoftDocs/main

 6/12 11:00 AM IST Publish

Author: PhilKang0704

articles/ai-services/document-intelligence/how-to-guides/includes/v4-0/python-sdk.md

@@ -7,7 +7,7 @@ manager: nitinme
 ms.service: azure-ai-document-intelligence
 ms.custom: devx-track-dotnet, devx-track-extended-java, devx-track-js, devx-track-python, ignite-2023, linux-related-content
 ms.topic: how-to
-ms.date: 05/23/2024
+ms.date: 06/11/2024
 ms.author: lajanuar
 zone_pivot_groups: programming-languages-set-formre
 ---

articles/ai-services/document-intelligence/how-to-guides/use-sdk-rest-api.md

@@ -14,6 +14,7 @@ ms.author: eur
 |Chinese (Cantonese, Traditional)|`zh-HK`<sup>1</sup>|
 |Chinese (Mandarin, Simplified)|`zh-CN`|
 |Chinese (Taiwanese Mandarin, Traditional)|`zh-TW`<sup>1</sup>|
+|Danish (Denmark)|`da-DK`<sup>1</sup>|
 |Dutch (Netherlands)|`nl-NL`|
 |English (Australia)|`en-AU`|
 |English (Canada)|`en-CA` |
@@ -32,7 +33,7 @@ ms.author: eur
 |Norwegian Bokmål (Norway)|`nb-NO`|
 |Polish (Poland)|`pl-PL`<sup>1</sup>|
 |Portuguese (Brazil)|`pt-BR`|
-|Portuguese (Portugal)|`pt-PT`<sup>1</sup>|
+|Portuguese (Portugal)|`pt-PT`|
 |Russian (Russia)|`ru-RU`|
 |Spanish (Mexico)|`es-MX` | 
 |Spanish (Spain)|`es-ES` | 

articles/ai-services/speech-service/includes/language-support/pronunciation-assessment.md

@@ -118,7 +118,7 @@ With the cross-lingual feature, you can transfer your custom neural voice model
 
 # [Pronunciation assessment](#tab/pronunciation-assessment)
 
-The table in this section summarizes the 31 locales supported for pronunciation assessment, and each language is available on all [Speech to text regions](regions.md#speech-service). Latest update extends support from English to 30 more languages and quality enhancements to existing features, including accuracy, fluency and miscue assessment. You should specify the language that you're learning or practicing improving pronunciation. The default language is set as `en-US`. If you know your target learning language, [set the locale](how-to-pronunciation-assessment.md#get-pronunciation-assessment-results) accordingly. For example, if you're learning British English, you should specify the language as `en-GB`. If you're teaching a broader language, such as Spanish, and are uncertain about which locale to select, you can run various accent models (`es-ES`, `es-MX`) to determine the one that achieves the highest score to suit your specific scenario. If you're interested in languages not listed in the following table, fill out this [intake form](https://aka.ms/speechpa/intake) for further assistance.
+The table in this section summarizes the 32 locales supported for pronunciation assessment, and each language is available on all [Speech to text regions](regions.md#speech-service). Latest update extends support from English to 31 more languages and quality enhancements to existing features, including accuracy, fluency and miscue assessment. You should specify the language that you're learning or practicing improving pronunciation. The default language is set as `en-US`. If you know your target learning language, [set the locale](how-to-pronunciation-assessment.md#get-pronunciation-assessment-results) accordingly. For example, if you're learning British English, you should specify the language as `en-GB`. If you're teaching a broader language, such as Spanish, and are uncertain about which locale to select, you can run various accent models (`es-ES`, `es-MX`) to determine the one that achieves the highest score to suit your specific scenario. If you're interested in languages not listed in the following table, fill out this [intake form](https://aka.ms/speechpa/intake) for further assistance.
 
 [!INCLUDE [Language support include](includes/language-support/pronunciation-assessment.md)]
 

articles/ai-services/speech-service/language-support.md

@@ -122,7 +122,7 @@ In addition, a number of resources are only accessible by users in your project
    | workspacefilestore | {project-GUID}-code | Hosts files created on your compute and using prompt flow |
 
 > [!NOTE]
-> Storage connections are not created directly with the project when your storage account has public network access set to disabled. These are created instead when a first user accesses AI studio over a private network connection.
+> Storage connections are not created directly with the project when your storage account has public network access set to disabled. These are created instead when a first user accesses AI studio over a private network connection. [Troubleshoot storage connections](troubleshoot-secure-connection-project.md#troubleshoot-missing-storage-connections)
 
 
 ## Next steps

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

@@ -60,7 +60,7 @@ Llama family models  | Llama-2-7b <br> Llama-2-7b-chat <br> Llama-2-13b <br> Lla
 Mistral family models | mistralai-Mixtral-8x22B-v0-1 <br> mistralai-Mixtral-8x22B-Instruct-v0-1 <br> mistral-community-Mixtral-8x22B-v0-1 <br> mistralai-Mixtral-8x7B-v01 <br> mistralai-Mistral-7B-Instruct-v0-2 <br> mistralai-Mistral-7B-v01 <br> mistralai-Mixtral-8x7B-Instruct-v01 <br> mistralai-Mistral-7B-Instruct-v01 | Mistral-large <br> Mistral-small
 Cohere family models | Not available | Cohere-command-r-plus <br> Cohere-command-r <br> Cohere-embed-v3-english <br> Cohere-embed-v3-multilingual
 JAIS | Not available | jais-30b-chat
-Phi3 family models | Phi-3-small-128k-Instruct <br> Phi-3-small-8k-Instruct <br> Phi-3-mini-4k-Instruct <br> Phi-3-mini-128k-Instruct <br> Phi3-medium-128k-instruct <br> Phi3-medium-4k-instruct | Phi-3-mini-4k-Instruct <br> Phi-3-mini-128k-Instruct <br> Phi3-medium-128k-instruct <br> Phi3-medium-4k-instruct <br> Phi-3-vision-128k-instruct 
+Phi3 family models | Phi-3-small-128k-Instruct <br> Phi-3-small-8k-Instruct <br> Phi-3-mini-4k-Instruct <br> Phi-3-mini-128k-Instruct <br> Phi3-medium-128k-instruct <br> Phi3-medium-4k-instruct | Phi-3-mini-4k-Instruct <br> Phi-3-mini-128k-Instruct <br> Phi3-medium-128k-instruct <br> Phi3-medium-4k-instruct  
 Nixtla | Not available | TimeGEN-1
 Other models | Available | Not available
 
@@ -132,11 +132,16 @@ Pay-as-you-go billing is available only to users whose Azure subscription belong
 
 Model | Offer availability region  | Hub/Project Region for Deployment | Hub/Project Region for Fine-tuning
 --|--|--|--
-Llama-3-70B-Instruct <br> Llama-3-8B-Instruct | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, Sweden Central | Not available
-Llama-2-7b <br> Llama-2-13b <br> Llama-2-70b | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, West US 3 | West US 3
-Llama-2-7b-chat <br> Llama-2-13b-chat <br> Llama-2-70b-chat | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, West US 3 | Not available
-Mistral-Large <br> Mistral Small | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, Sweden Central | Not available
-Cohere-command-r-plus <br> Cohere-command-r <br> Cohere-embed-v3-english <br> Cohere-embed-v3-multilingual | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Japan | East US 2, Sweden Central | Not available
+Llama-3-70B-Instruct <br> Llama-3-8B-Instruct | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2,  North Central US, South Central US, Sweden Central, West US,  West US 3 | Not available
+Llama-2-7b <br> Llama-2-13b <br> Llama-2-70b | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2, North Central US, South Central US, West US, West US 3 | West US 3
+Llama-2-7b-chat <br> Llama-2-13b-chat <br> Llama-2-70b-chat | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2, North Central US, South Central US, West US, West US 3,  | Not available
+Mistral Small | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2, North Central US, South Central US, Sweden Central, West US, West US 3 | Not available
+Mistral-Large | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) |  East US, East US 2, France Central, North Central US, South Central US, Sweden Central, West US, West US 3 | Not available
+Cohere-command-r-plus <br> Cohere-command-r <br> Cohere-embed-v3-english <br> Cohere-embed-v3-multilingual | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Japan |  East US, East US 2, North Central US, South Central US, Sweden Central, West US, West US 3 | Not available
+TimeGEN-1 | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2, North Central US, South Central US, Sweden Central, West US, West US 3 | Not available
+jais-30b-chat | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US, East US 2, North Central US, South Central US, Sweden Central, West US, West US 3 | Not available
+Phi-3-mini-4k-instruct | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, Canada Central, Sweden Central, West US 3 | Not available
+Phi-3-mini-128k-instruct <br> Phi-3-medium-4k-instruct <br> Phi-3-medium-128k-instruct | [Microsoft Managed Countries](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2, Sweden Central | Not available
 
 <!-- docutune:enable -->
 

articles/ai-studio/how-to/model-catalog-overview.md

@@ -121,3 +121,14 @@ If you use a proxy, it may prevent communication with a secured project. To test
 * Temporarily disable the proxy setting and see if you can connect.
 * Create a [Proxy auto-config (PAC)](https://wikipedia.org/wiki/Proxy_auto-config) file that allows direct access to the FQDNs listed on the private endpoint. It should also allow direct access to the FQDN for any compute instances.
 * Configure your proxy server to forward DNS requests to Azure DNS.
+
+## Troubleshoot missing storage connections
+
+When you create a project, a number of connections to Azure storage are auto-created for data upload scenarios and artifact storage including prompt flow. When your hub's associated Azure Storage account is having public network access set to 'Disabled', there may be a delay in these storage connections to be created. 
+
+Try the following steps to troubleshoot:
+
+1. In Azure Portal, check the network settings of the storage account that is associated to your hub.
+1. Review your internet connection, and make sure you are using a private connection that is allowed by your storage account.
+1. Navigate to AI Studio > your project > project settings. 
+1. Refresh the page. A number of connections should be created including 'workspaceblobstore'.

articles/ai-studio/how-to/troubleshoot-secure-connection-project.md

@@ -78,73 +78,85 @@ Before you begin, review the [conceptual overview of the cluster connect feature
 
 ## Set up authentication
 
-On the existing Arc-enabled cluster, create the ClusterRoleBinding with either Microsoft Entra authentication, or a service account token.
+On the existing Arc-enabled cluster, create the ClusterRoleBinding with either Microsoft Entra authentication or service account token.
 
 <a name='azure-active-directory-authentication-option'></a>
 
 ### Microsoft Entra authentication option
 
 #### [Azure CLI](#tab/azure-cli)
 
-1. Get the `objectId` associated with your Microsoft Entra entity.
+1. Get the `objectId` associated with your Microsoft Entra entity. If you are using a single user account, get the user principal name (UPN) associated with your Microsoft Entra entity. 
 
-   - For a Microsoft Entra user account:
+   - For a Microsoft Entra group account:
+
+    ```azurecli
+     AAD_ENTITY_ID=$(az ad signed-in-user show --query id -o tsv)
+     ```
+
+   - For a Microsoft Entra single user account:
 
      ```azurecli
-     AAD_ENTITY_OBJECT_ID=$(az ad signed-in-user show --query id -o tsv)
+     AAD_ENTITY_ID=$(az ad signed-in-user show --query userPrincipalName -o tsv)
      ```
 
    - For a Microsoft Entra application:
 
      ```azurecli
-     AAD_ENTITY_OBJECT_ID=$(az ad sp show --id <id> --query id -o tsv)
+     AAD_ENTITY_ID=$(az ad sp show --id <id> --query id -o tsv)
      ```
 
 1. Authorize the entity with appropriate permissions.
 
    - If you're using Kubernetes native ClusterRoleBinding or RoleBinding for authorization checks on the cluster, with the `kubeconfig` file pointing to the `apiserver` of your cluster for direct access, you can create one mapped to the Microsoft Entra entity (service principal or user) that needs to access this cluster. For example:
 
       ```console
-      kubectl create clusterrolebinding demo-user-binding --clusterrole cluster-admin --user=$AAD_ENTITY_OBJECT_ID
+      kubectl create clusterrolebinding demo-user-binding --clusterrole cluster-admin --user=$AAD_ENTITY_ID
       ```
 
    - If you're using Azure RBAC for authorization checks on the cluster, you can create an applicable [Azure role assignment](azure-rbac.md#built-in-roles) mapped to the Microsoft Entra entity. For example:
 
      ```azurecli
-     az role assignment create --role "Azure Arc Kubernetes Viewer" --assignee $AAD_ENTITY_OBJECT_ID --scope $ARM_ID_CLUSTER
-     az role assignment create --role "Azure Arc Enabled Kubernetes Cluster User Role" --assignee $AAD_ENTITY_OBJECT_ID --scope $ARM_ID_CLUSTER
+     az role assignment create --role "Azure Arc Kubernetes Viewer" --assignee $AAD_ENTITY_ID --scope $ARM_ID_CLUSTER
+     az role assignment create --role "Azure Arc Enabled Kubernetes Cluster User Role" --assignee $AAD_ENTITY_ID --scope $ARM_ID_CLUSTER
      ```
 
 #### [Azure PowerShell](#tab/azure-powershell)
 
-1. Get the `objectId` associated with your Microsoft Entra entity.
+1. Get the `objectId` associated with your Microsoft Entra entity. If you are using a single user account, you will get the user principal name (UPN) associated with your Microsoft Entra entity.
 
-   - For a Microsoft Entra user account:
+   - For a Microsoft Entra group account:
 
      ```azurepowershell
-     $AAD_ENTITY_OBJECT_ID = (az ad signed-in-user show --query id -o tsv)
+     $AAD_ENTITY_ID = (az ad signed-in-user show --query id -o tsv)
      ```
 
+   - For a Microsoft Entra single user account:
+
+      ```azurepowershell
+      $AAD_ENTITY_ID = (az ad signed-in-user show --query userPrincipalName -o tsv)
+      ```
+
    - For a Microsoft Entra application:
 
-     ```azurepowershell
-     $AAD_ENTITY_OBJECT_ID = (az ad sp show --id <id> --query objectId -o tsv)
-     ```
+      ```azurepowershell
+      $AAD_ENTITY_ID = (az ad sp show --id <id> --query objectId -o tsv)
+      ```
 
 1. Authorize the entity with appropriate permissions.
 
-   - If you're using Kubernetes native ClusterRoleBinding or RoleBinding for authorization checks on the cluster, with the `kubeconfig` file pointing to the `apiserver` of your cluster for direct access, you can create one mapped to the Microsoft Entra entity (service principal or user) that needs to access this cluster. For example:
+   - If you're using native Kubernetes ClusterRoleBinding or RoleBinding for authorization checks on the cluster, with the `kubeconfig` file pointing to the `apiserver` of your cluster for direct access, you can create one mapped to the Microsoft Entra entity (service principal or user) that needs to access this cluster. For example:
 
       ```console
-      kubectl create clusterrolebinding demo-user-binding --clusterrole cluster-admin --user=$AAD_ENTITY_OBJECT_ID
+      kubectl create clusterrolebinding demo-user-binding --clusterrole cluster-admin --user=$AAD_ENTITY_ID
       ```
 
    - If you're using [Azure RBAC for authorization checks](azure-rbac.md) on the cluster, you can create an applicable [Azure role assignment](azure-rbac.md#built-in-roles) mapped to the Microsoft Entra entity. For example:
 
      ```azurepowershell
      
-     az role assignment create --role "Azure Arc Kubernetes Viewer" --assignee $AAD_ENTITY_OBJECT_ID --scope $ARM_ID_CLUSTER
-     az role assignment create --role "Azure Arc Enabled Kubernetes Cluster User Role" --assignee $AAD_ENTITY_OBJECT_ID --scope $ARM_ID_CLUSTER
+     az role assignment create --role "Azure Arc Kubernetes Viewer" --assignee $AAD_ENTITY_ID --scope $ARM_ID_CLUSTER
+     az role assignment create --role "Azure Arc Enabled Kubernetes Cluster User Role" --assignee $AAD_ENTITY_ID --scope $ARM_ID_CLUSTER
      ```
 
 ---

articles/azure-arc/kubernetes/cluster-connect.md

@@ -1,7 +1,7 @@
 ---
 ms.service: azure-arc
 ms.topic: include
-ms.date: 02/15/2024
+ms.date: 06/11/2024
 ---
 
 > [!IMPORTANT]
@@ -23,6 +23,7 @@ ms.date: 02/15/2024
 | `*.arc.azure.net`| Required to manage connected clusters in Azure portal. |
 |`https://<region>.obo.arc.azure.com:8084/` | Required when [Cluster Connect](../cluster-connect.md) is configured. |
 |`dl.k8s.io`| Required when [automatic agent upgrade](../agent-upgrade.md#toggle-automatic-upgrade-on-or-off-when-connecting-a-cluster-to-azure-arc) is enabled. |
+| `https://linuxgeneva-microsoft.azurecr.io` | Required if using [Azure Arc-enabled Kubernetes extensions](../conceptual-extensions.md).
 
 To translate the `*.servicebus.windows.net` wildcard into specific endpoints, use the command:
 

articles/azure-arc/kubernetes/includes/network-requirements-azure-cloud.md

@@ -1,7 +1,7 @@
 ---
 ms.service: azure-arc
 ms.topic: include
-ms.date: 02/15/2024
+ms.date: 06/11/2024
 ---
 
 ### [Azure Cloud](#tab/azure-cloud)