Merge branch 'main' into release-arc-data

Author: v-alje

.openpublishing.redirection.defender-for-cloud.json

@@ -920,6 +920,21 @@
             "redirect_url": "/azure/defender-for-cloud/multicloud",
             "redirect_document_id": false
         },
+        {
+            "source_path_from_root": "/articles/defender-for-cloud/concept-aws-connector.md",
+            "redirect_url": "/azure/defender-for-cloud/quickstart-onboard-aws",
+            "redirect_document_id": false
+        },
+        {
+            "source_path_from_root": "/articles/defender-for-cloud/concept-gcp-connector.md",
+            "redirect_url": "/azure/defender-for-cloud/quickstart-onboard-gcp",
+            "redirect_document_id": false
+        },
+        {
+            "source_path_from_root": "/articles/defender-for-cloud/defender-for-containers-vulnerability-assessment-elastic.md",
+            "redirect_url": "/azure/defender-for-cloud/agentless-vulnerability-assessment-aws",
+            "redirect_document_id": true
+        },
         {
             "source_path_from_root": "/articles/defender-for-cloud/how-to-migrate-to-built-in.md",
             "redirect_url": "/azure/defender-for-cloud/how-to-transition-to-built-in",

articles/ai-services/cognitive-services-virtual-networks.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: azure-ai-services
 ms.custom: devx-track-azurepowershell, devx-track-azurecli
 ms.topic: how-to
-ms.date: 10/27/2023
+ms.date: 02/13/2024
 ms.author: aahi
 ---
 
@@ -596,6 +596,9 @@ curl -i -X PATCH https://management.azure.com$rid?api-version=2023-10-01-preview
 
 To revoke the exception, set `networkAcls.bypass` to `None`. 
 
+> [!NOTE]
+> The trusted service feature is only available using the command line described above, and cannot be done using the Azure portal.
+
 ### Pricing
 
 For pricing details, see [Azure Private Link pricing](https://azure.microsoft.com/pricing/details/private-link).

articles/ai-services/content-safety/includes/quickstarts/csharp-quickstart-image.md

@@ -11,7 +11,7 @@ ms.date: 07/04/2023
 ms.author: pafarley
 ---
 
-[Reference documentation](/dotnet/api/overview/azure/ai.contentsafety-readme?view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/contentsafety/Azure.AI.ContentSafety) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0)
+[Reference documentation](/dotnet/api/overview/azure/ai.contentsafety-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/contentsafety/Azure.AI.ContentSafety) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0)
 
 ## Prerequisites
 

articles/ai-services/content-safety/includes/quickstarts/csharp-quickstart-text.md

@@ -11,7 +11,7 @@ ms.date: 07/04/2023
 ms.author: pafarley
 ---
 
-[Reference documentation](/dotnet/api/overview/azure/ai.contentsafety-readme?view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/contentsafety/Azure.AI.ContentSafety) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0)
+[Reference documentation](/dotnet/api/overview/azure/ai.contentsafety-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/contentsafety/Azure.AI.ContentSafety) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0)
 
 ## Prerequisites
 

articles/ai-services/content-safety/includes/quickstarts/python-quickstart-image.md

@@ -19,7 +19,7 @@ ms.author: pafarley
 * An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services/) 
 * Once you have your Azure subscription, <a href="https://aka.ms/acs-create"  title="Create a Content Safety resource"  target="_blank">create a Content Safety resource </a> in the Azure portal to get your key and endpoint. Enter a unique name for your resource, select the subscription you entered on the application form, select a resource group, supported region, and supported pricing tier. Then select **Create**.
   * The resource takes a few minutes to deploy. After it finishes, Select **go to resource**. In the left pane, under **Resource Management**, select **Subscription Key and Endpoint**. The endpoint and either of the keys are used to call APIs.
-* [Python 3.7 or later](https://www.python.org/)
+* [Python 3.8 or later](https://www.python.org/)
   * Your Python installation should include [pip](https://pip.pypa.io/en/stable/). You can check if you have pip installed by running `pip --version` on the command line. Get pip by installing the latest version of Python.
 
 [!INCLUDE [Create environment variables](../env-vars.md)]

articles/ai-services/content-safety/whats-new.md

@@ -22,9 +22,9 @@ Learn what's new in the service. These items might be release notes, videos, blo
 
 The Azure AI Content Safety service is now generally available through the following client library SDKs:
 
-- **C#**: [Package](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [API reference](/dotnet/api/overview/azure/ai.contentsafety-readme?view=azure-dotnet) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
-- **Python**: [Package](https://pypi.org/project/azure-ai-contentsafety/) | [API reference](/python/api/overview/azure/ai-contentsafety-readme?view=azure-python) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/python/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
-- **Java**: [Package](https://oss.sonatype.org/#nexus-search;quick~contentsafety) | [API reference](/java/api/overview/azure/ai-contentsafety-readme?view=azure-java-stable) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/java/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
+- **C#**: [Package](https://www.nuget.org/packages/Azure.AI.ContentSafety) | [API reference](/dotnet/api/overview/azure/ai.contentsafety-readme) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/dotnet/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
+- **Python**: [Package](https://pypi.org/project/azure-ai-contentsafety/) | [API reference](/python/api/overview/azure/ai-contentsafety-readme) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/python/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
+- **Java**: [Package](https://oss.sonatype.org/#nexus-search;quick~contentsafety) | [API reference](/java/api/overview/azure/ai-contentsafety-readme) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/java/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
 - **JavaScript**: [Package](https://www.npmjs.com/package/@azure-rest/ai-content-safety?activeTab=readme) | [API reference](https://www.npmjs.com/package/@azure-rest/ai-content-safety/v/1.0.0) | [Samples](https://github.com/Azure-Samples/AzureAIContentSafety/tree/main/js/1.0.0) | Quickstarts: [Text](./quickstart-text.md), [Image](./quickstart-image.md)
 
 > [!IMPORTANT]

articles/ai-services/openai/concepts/use-your-data.md

@@ -302,7 +302,8 @@ When using the API, pass the `filter` parameter in each API request. For example
 ## Schedule automatic index refreshes
 
 > [!NOTE] 
-> Automatic index refreshing is supported for Azure Blob storage only.
+> * Automatic index refreshing is supported for Azure Blob storage only.
+> * If a document is deleted from input blob container, the corresponding chunk index records won't be removed by the scheduled refresh.
 
 To keep your Azure AI Search index up-to-date with your latest data, you can schedule a refresh for it that runs automatically rather than manually updating it every time your data is updated. Automatic index refresh is only available when you choose **blob storage** as the data source. To enable an automatic index refresh:
 
@@ -311,7 +312,7 @@ To keep your Azure AI Search index up-to-date with your latest data, you can sch
 
     :::image type="content" source="../media/use-your-data/indexer-schedule.png" alt-text="A screenshot of the indexer schedule in Azure OpenAI Studio." lightbox="../media/use-your-data/indexer-schedule.png":::
 
-After the data ingestion is set to a cadence other than once, Azure AI Search indexers will be created with a schedule equivalent to `0.5 * the cadence specified`. This means that at the specified cadence, the indexers will pull the documents that were added, modified, or deleted from the storage container, reprocess and index them. This ensures that the updated data gets preprocessed and indexed in the final index at the desired cadence automatically. To update your data, you only need to upload the additional documents from the Azure portal. From the portal, select **Storage Account** > **Containers**. Select the name of the original container, then **Upload**. The index will pick up the files automatically after the scheduled refresh period. The intermediate assets created in the Azure AI Search resource will not be cleaned up after ingestion to allow for future runs. These assets are:
+After the data ingestion is set to a cadence other than once, Azure AI Search indexers will be created with a schedule equivalent to `0.5 * the cadence specified`. This means that at the specified cadence, the indexers will pull the documents that were added or modified from the storage container, reprocess and index them. This ensures that the updated data gets preprocessed and indexed in the final index at the desired cadence automatically. To update your data, you only need to upload the additional documents from the Azure portal. From the portal, select **Storage Account** > **Containers**. Select the name of the original container, then **Upload**. The index will pick up the files automatically after the scheduled refresh period. The intermediate assets created in the Azure AI Search resource will not be cleaned up after ingestion to allow for future runs. These assets are:
    - `{Index Name}-index`
    - `{Index Name}-indexer`
    - `{Index Name}-indexer-chunk`

articles/ai-services/openai/how-to/use-your-data-securely.md

@@ -8,7 +8,7 @@ ms.service: azure-ai-openai
 ms.topic: how-to
 author: aahill
 ms.author: aahi
-ms.date: 01/19/2024
+ms.date: 02/13/2024
 recommendations: false
 ---
 
@@ -157,6 +157,8 @@ To allow access to your Azure AI Search resource from your client machines, like
 
 :::image type="content" source="../media/use-your-data/approve-private-endpoint.png" alt-text="A screenshot showing private endpoint approval screen." lightbox="../media/use-your-data/approve-private-endpoint.png":::
 
+The private endpoint resource is provisioned in a Microsoft managed tenant, while the linked resource is in your tenant. You can't access the private endpoint resource by just clicking the **private endpoint** link (in blue font) in the **Private access** tab of the **Networking page**. Instead, click elsewhere on the row, then the **Approve**` button above should be clickable.
+
 Learn more about the [manual approval workflow](/azure/private-link/private-endpoint-overview#access-to-a-private-link-resource-using-approval-workflow).
 
 
@@ -168,6 +170,9 @@ To allow access to your Storage Account from Azure OpenAI and Azure AI Search, w
 
 In the Azure portal, navigate to your storage account networking tab, choose "Selected networks", and then select **Allow Azure services on the trusted services list to access this storage account** and click Save.
 
+> [!NOTE]
+> The trusted service feature is only available using the command line described above, and cannot be done using the Azure portal.
+
 ### Disable public network access
 
 You can disable public network access of your Storage Account in the Azure portal. 

articles/ai-services/openai/reference.md

@@ -2,7 +2,6 @@
 title: Azure OpenAI Service REST API reference
 titleSuffix: Azure OpenAI
 description: Learn how to use Azure OpenAI's REST API. In this article, you learn about authorization options,  how to structure a request and receive a response.
-#services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: conceptual
@@ -1362,5 +1361,5 @@ Azure OpenAI is deployed as a part of the Azure AI services. All Azure AI servic
 
 ## Next steps
 
-Learn about [Models, and fine-tuning with the REST API](/rest/api/azureopenai/fine-tuning?view=rest-azureopenai-2023-10-01-preview).
+Learn about [Models, and fine-tuning with the REST API](/rest/api/azureopenai/fine-tuning).
 Learn more about the [underlying models that power Azure OpenAI](./concepts/models.md).