Merge pull request #262425 from MicrosoftDocs/main

1/4/2024 AM Publish

Author: Taojunshen

articles/ai-services/cognitive-services-data-loss-prevention.md

@@ -103,6 +103,15 @@ The following services support data loss prevention configuration:
 * Speech Service
 * QnA Maker
 
+
+## Limitations
+
+[Azure OpenAI on your data - text](./openai/concepts/use-your-data.md) features don't support data loss prevention yet. When `restrictOutboundNetworkAccess` is set as true, all requests to the following APIs will fail immediately to prevent potential data loss.
+
+* /extensions/chat/completions (with text models)
+* /extensions/on-your-data/ingestion-jobs
+
+
 ## Next steps
 
 * [Configure Virtual Networks](cognitive-services-virtual-networks.md)

articles/ai-services/openai/how-to/create-resource.md

@@ -46,3 +46,4 @@ In this article, you review examples for creating and deploying resources in the
 
 - Make API calls and generate text with [Azure OpenAI Service quickstarts](../quickstart.md).
 - Learn more about the [Azure OpenAI Service models](../concepts/models.md).
+- For information on pricing visit the [Azure OpenAI pricing page](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/)

articles/ai-services/openai/includes/create-resource-portal.md

@@ -39,7 +39,7 @@ The following steps show how to create an Azure OpenAI resource in the Azure por
    | **Resource group** | The Azure resource group to contain your Azure OpenAI resource. You can create a new group or use a pre-existing group. |
    | **Region** | The location of your instance. Different locations can introduce latency, but they don't affect the runtime availability of your resource. |
    | **Name** | A descriptive name for your Azure OpenAI Service resource, such as _MyOpenAIResource_. |
-   | **Pricing Tier** | The pricing tier for the resource. Currently, only the Standard tier is available for the Azure OpenAI Service. |
+   | **Pricing Tier** | The pricing tier for the resource. Currently, only the Standard tier is available for the Azure OpenAI Service. For more info on pricing visit the [Azure OpenAI pricing page](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/) |
 
    :::image type="content" source="../media/create-resource/create-resource-basic-settings.png" alt-text="Screenshot that shows how to configure an Azure OpenAI resource in the Azure portal.":::
 

articles/ai-services/openai/includes/python.md

@@ -113,7 +113,7 @@ deployment_name='REPLACE_WITH_YOUR_DEPLOYMENT_NAME' #This will correspond to the
 print('Sending a test completion job')
 start_phrase = 'Write a tagline for an ice cream shop. '
 response = client.completions.create(model=deployment_name, prompt=start_phrase, max_tokens=10)
-print(response.choices[0].text)
+print(start_phrase+response.choices[0].text)
 ```
 
 ---

articles/azure-arc/servers/deployment-options.md

@@ -1,7 +1,7 @@
 ---
 title:  Azure Connected Machine agent deployment options
 description: Learn about the different options to onboard machines to Azure Arc-enabled servers.
-ms.date: 05/04/2023
+ms.date: 01/03/2024
 ms.topic: how-to 
 ---
 
@@ -24,6 +24,8 @@ The following table highlights each method so that you can determine which works
 | At scale | [Connect machines with a Configuration Manager custom task sequence](onboard-configuration-manager-custom-task.md)
 | At scale | [Connect Windows machines using Group Policy](onboard-group-policy-powershell.md)
 | At scale | [Connect machines from Automation Update Management](onboard-update-management-machines.md) to create a service principal that installs and configures the agent for multiple machines managed with Azure Automation Update Management to connect machines non-interactively. |
+| At scale | [Connect your VMware vCenter server to Azure Arc by using the helper script](../vmware-vsphere/quick-start-connect-vcenter-to-arc-using-script.md) if you're using VMware vCenter to manage your on-premises estate. |
+| At scale | [Connect your System Center Virtual Machine Manager management server to Azure Arc by using the helper script](../system-center-virtual-machine-manager/quickstart-connect-system-center-virtual-machine-manager-to-arc.md) if you're using SCVMM to manage your on-premises estate. |
 
 > [!IMPORTANT]
 > The Connected Machine agent cannot be installed on an Azure virtual machine. The install script will warn you and roll back if it detects the server is running in Azure.

articles/azure-arc/servers/prepare-extended-security-updates.md

@@ -1,7 +1,7 @@
 ---
 title: How to prepare to deliver Extended Security Updates for Windows Server 2012 through Azure Arc
 description: Learn how to prepare to deliver Extended Security Updates for Windows Server 2012 through Azure Arc.
-ms.date: 11/22/2023
+ms.date: 01/03/2024
 ms.topic: conceptual
 ---
 
@@ -56,7 +56,7 @@ You must also download both the licensing package and servicing stack update (SS
 
 ### Deployment options
 
-There are several at-scale onboarding options for Azure Arc-enabled servers, including running a [Custom Task Sequence](onboard-configuration-manager-custom-task.md) through Configuration Manager and deploying a [Scheduled Task through Group Policy](onboard-group-policy-powershell.md).
+There are several at-scale onboarding options for Azure Arc-enabled servers, including running a [Custom Task Sequence](onboard-configuration-manager-custom-task.md) through Configuration Manager and deploying a [Scheduled Task through Group Policy](onboard-group-policy-powershell.md). There are also at-scale ESU delivery options for [VMware vCenter managed VMs](../vmware-vsphere/deliver-extended-security-updates-for-vmware-vms-through-arc.md) and [SCVMM managed VMs](../system-center-virtual-machine-manager/deliver-esus-for-system-center-virtual-machine-manager-vms.md) through Azure Arc.
 
 > [!NOTE]
 > Delivery of ESUs through Azure Arc to virtual machines running on Virtual Desktop Infrastructure (VDI) is not recommended. VDI systems should use Multiple Activation Keys (MAK) to apply ESUs. See [Access your Multiple Activation Key from the Microsoft 365 Admin Center](/windows-server/get-started/extended-security-updates-deploy) to learn more.