Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into tamram24-0422

Author: tamram

articles/active-directory-b2c/partner-saviynt.md

@@ -70,6 +70,9 @@ The following architecture diagram illustrates the implementation.
 2. Create delegated administration policies.
 3. Assign users the delegated administrator role.
 
+>[!NOTE]
+>User administrator role will be required for a Service Principal Name (SPN) to integrate with Saviynt EIC system. 
+
 ## Configure Azure AD B2C with Saviynt
 
 Use the following instructions to create an application, delete users, and more. 

articles/ai-services/openai/faq.yml

@@ -248,6 +248,10 @@ sections:
           Can I bring my own data store to use with Assistants? 
         answer: |
           No. Currently Assistants supports only local files uploaded to the Assistants-managed storage. You cannot use your private storage account with Assistants. 
+      - question: | 
+          Does Assistants support customer-managed key encryption (CMK)?
+        answer: |
+          Today we support CMK for Threads and Files in Assistants. See the [What's new page](./whats-new.md#customer-managed-key-cmk-support-for-assistants) for available regions for this feature.
       - question: |
           Is my data used by Microsoft for training models? 
         answer: |
@@ -259,9 +263,8 @@ sections:
       - question: |
           How am I charged for Assistants?
         answer: |
-          Currently, when you use Assistants API, you're billed for the following: 
-          - Inference cost (input and output) of the base model you're using for each Assistant (for example gpt-4-0125). If you've created multiple Assistants, you will be charged for the base model attached to each Assistant. 
-          - If you've enabled the Code Interpreter tool. For example if your assistant calls Code Interpreter simultaneously in two different threads, this would create two Code Interpreter sessions, each of which would be charged. Each session is active by default for one hour, which means that you would only pay this fee once if your user keeps giving instructions to Code Interpreter in the same thread for up to one hour. 
+          * Inference cost (input and output) of the base model you're using for each Assistant (for example gpt-4-0125). If you've created multiple Assistants, you will be charged for the base model attached to each Assistant.
+          * If you've enabled the Code Interpreter tool. For example if your assistant calls Code Interpreter simultaneously in two different threads, this would create two Code Interpreter sessions, each of which would be charged. Each session is active by default for one hour, which means that you would only pay this fee once if your user keeps giving instructions to Code Interpreter in the same thread for up to one hour.
 
           For more information, see the [pricing page](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/).
       - question: |

articles/ai-services/openai/whats-new.md

@@ -18,6 +18,13 @@ recommendations: false
 
 This article provides a summary of the latest releases and major documentation updates for Azure OpenAI.
 
+## June 2024
+
+### Customer-managed key (CMK) support for Assistants
+
+Threads and Files in Assistants now supports CMK in the following region:
+* West US 3
+
 ## May 2024
 
 ### GPT-4o provisioned deployments

articles/ai-services/speech-service/speech-container-overview.md

@@ -21,10 +21,10 @@ The following table lists the Speech containers available in the Microsoft Conta
 
 | Container | Features | Supported versions and locales |
 |--|--|--|
-| [Speech to text](speech-container-stt.md) | Transcribes continuous real-time speech or batch audio recordings with intermediate results.  | Latest: 4.6.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/speech-to-text/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/speech-to-text/tags/list).|
-| [Custom speech to text](speech-container-cstt.md) | Using a custom model from the [custom speech portal](https://speech.microsoft.com/customspeech), transcribes continuous real-time speech or batch audio recordings into text with intermediate results. | Latest: 4.6.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/custom-speech-to-text/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/speech-to-text/tags/list). |
-| [Speech language identification](speech-container-lid.md)<sup>1, 2</sup> | Detects the language spoken in audio files. | Latest: 1.12.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/language-detection/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/language-detection/tags/list). |
-| [Neural text to speech](speech-container-ntts.md) | Converts text to natural-sounding speech by using deep neural network technology, which allows for more natural synthesized speech. | Latest: 3.1.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/neural-text-to-speech/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/neural-text-to-speech/tags/list). |
+| [Speech to text](speech-container-stt.md) | Transcribes continuous real-time speech or batch audio recordings with intermediate results.  | Latest: 4.7.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/speech-to-text/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/speech-to-text/tags/list).|
+| [Custom speech to text](speech-container-cstt.md) | Using a custom model from the [custom speech portal](https://speech.microsoft.com/customspeech), transcribes continuous real-time speech or batch audio recordings into text with intermediate results. | Latest: 4.7.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/custom-speech-to-text/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/speech-to-text/tags/list). |
+| [Speech language identification](speech-container-lid.md)<sup>1, 2</sup> | Detects the language spoken in audio files. | Latest: 1.13.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/language-detection/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/language-detection/tags/list). |
+| [Neural text to speech](speech-container-ntts.md) | Converts text to natural-sounding speech by using deep neural network technology, which allows for more natural synthesized speech. | Latest: 3.3.0<br/><br/>For all supported versions and locales, see the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/neural-text-to-speech/tags) and [JSON tags](https://mcr.microsoft.com/v2/azure-cognitive-services/speechservices/neural-text-to-speech/tags/list). |
 
 <sup>1</sup> The container is available in public preview. Containers in preview are still under development and don't meet Microsoft's stability and support requirements.
 <sup>2</sup> Not available as a disconnected container.

articles/aks/csi-secrets-store-identity-access.md

@@ -347,10 +347,10 @@ A key vault certificate also contains public x509 certificate metadata. The key
 
 ## Next steps
 
-In this article, you learned how to create and provide an identity to access your Azure Key Vault. If you want to configure extra configuration options or perform troubleshooting, continue to the next article.
+In this article, you learned how to create and provide an identity to access your Azure Key Vault. The [Service Connector](../service-connector/overview.md) integration helps simplify the connection configuration for AKS workloads and Azure backing services. It securely handles authentication and network configurations and follows best practices for connecting to Azure services. For more information, see [Use the Azure Key Vault provider for Secrets Store CSI Driver in an AKS cluster](../service-connector/tutorial-python-aks-keyvault-csi-driver.md) and the [Service Connector introduction](https://azure.github.io/AKS/2024/05/23/service-connector-intro).
+
+If you want to configure extra configuration options or perform troubleshooting, see [Configuration options and troubleshooting resources for Azure Key Vault provider with Secrets Store CSI Driver in AKS](./csi-secrets-store-configuration-options.md).
 
-> [!div class="nextstepaction"]
-> [Configuration options and troubleshooting resources for Azure Key Vault provider with Secrets Store CSI Driver in AKS](./csi-secrets-store-configuration-options.md)
 
 <!-- LINKS INTERNAL -->
 

articles/aks/workload-identity-deploy-cluster.md

@@ -361,6 +361,8 @@ az aks update \
 
 In this article, you deployed a Kubernetes cluster and configured it to use a workload identity in preparation for application workloads to authenticate with that credential. Now you're ready to deploy your application and configure it to use the workload identity with the latest version of the [Azure Identity][azure-identity-libraries] client library. If you can't rewrite your application to use the latest client library version, you can [set up your application pod][workload-identity-migration] to authenticate using managed identity with workload identity as a short-term migration solution.
 
+The [Service Connector](../service-connector/overview.md) integration helps simplify the connection configuration for AKS workloads and Azure backing services. It securely handles authentication and network configurations and follows best practices for connecting to Azure services. For more information, see [Connect to Azure OpenAI Service in AKS using Workload Identity](../service-connector/tutorial-python-aks-openai-workload-identity.md) and the [Service Connector introduction](https://azure.github.io/AKS/2024/05/23/service-connector-intro).
+
 <!-- EXTERNAL LINKS -->
 [kubectl-describe]: https://kubernetes.io/docs/reference/generated/kubectl/kubectl-commands#describe
 

articles/azure-cache-for-redis/cache-nodejs-get-started.md

@@ -5,7 +5,7 @@ author: flang-msft
 ms.service: cache
 ms.devlang: javascript
 ms.topic: quickstart
-ms.date: 02/16/2023
+ms.date: 06/04/2024
 ms.author: franlanglois
 ms.custom: mvc, devx-track-js, mode-api, engagement-fy23
 #Customer intent: As a Node.js developer, new to Azure Cache for Redis, I want to create a new Node.js app that uses Azure Cache for Redis.
@@ -29,7 +29,7 @@ For examples of using other Node.js clients, see the individual documentation fo
 
 Add environment variables for your **HOST NAME** and **Primary** access key. Use these variables from your code instead of including the sensitive information directly in your code.
 
-```powershell
+```cmd
 set AZURE_CACHE_FOR_REDIS_HOST_NAME=contosoCache
 set AZURE_CACHE_FOR_REDIS_ACCESS_KEY=XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 ```
@@ -40,15 +40,14 @@ The latest builds of [node_redis](https://github.com/mranney/node_redis) provide
 
 ## Create a new Node.js app
 
-1. Create a new script file named *redistest.js*. 
+1. Create a new script file named *redistest.js*.
 1. Use the command to install a redis package.
 
     ```bash
     `npm install redis`
     ```
 
-1. Add the following example JavaScript to the file. 
-
+1. Add the following example JavaScript to the file.
 
     ```javascript
     const redis = require("redis");
@@ -101,17 +100,16 @@ The latest builds of [node_redis](https://github.com/mranney/node_redis) provide
     
     testCache().then((result) => console.log(result)).catch(ex => console.log(ex));
     ```
-    
-    This code shows you how to connect to an Azure Cache for Redis instance using the cache host name and key environment variables. The code also stores and retrieves a string value in the cache. The `PING` and `CLIENT LIST` commands are also executed. For more examples of using Redis with the [node_redis](https://github.com/mranney/node_redis) client, see [https://redis.js.org/](https://redis.js.org/).
 
+    This code shows you how to connect to an Azure Cache for Redis instance using the cache host name and key environment variables. The code also stores and retrieves a string value in the cache. The `PING` and `CLIENT LIST` commands are also executed. For more examples of using Redis with the [node_redis](https://github.com/mranney/node_redis) client, see [https://redis.js.org/](https://redis.js.org/).
 
 1. Run the script with Node.js.
 
     ```bash
     node redistest.js
     ```
 
-1. Example the output. 
+1. Example the output.
 
     ```console
     Cache command: PING

articles/azure-monitor/logs/logs-dedicated-clusters.md

@@ -94,7 +94,10 @@ Deleted clusters take two weeks to be completely removed. You can have up to sev
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+Click **Create** in the **Log Analytics dedicated clusters** menu in the Azure portal. You will be prompted for details such as the name of the cluster and the commitment tier.
+
+:::image type="content" source="./media/logs-dedicated-cluster/create-cluster.png" alt-text="Screenshot for creating dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/create-cluster.png":::
+
 
 #### [CLI](#tab/cli)
 
@@ -161,7 +164,7 @@ The provisioning of the Log Analytics cluster takes a while to complete. Use one
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+The portal will provide a status as the cluster is being provisioned.
 
 #### [CLI](#tab/cli)
 
@@ -250,7 +253,11 @@ Use the following steps to link a workspace to a cluster. You can use automation
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+Select your cluster from **Log Analytics dedicated clusters** menu in the Azure portal and then click **Linked workspaces** to view all workspaces currently linked to the dedicated cluster. Click **Link workspaces** to link additional workspaces.
+
+:::image type="content" source="./media/logs-dedicated-cluster/linked-workspaces.png" alt-text="Screenshot for linking workspaces to a dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/linked-workspaces.png":::
+
+
 
 #### [CLI](#tab/cli)
 
@@ -317,13 +324,17 @@ Content-type: application/json
 
 
 ### Check workspace link status
-  
-When a cluster is configured with customer-managed keys, data ingested to the workspaces after the link operation completion is stored encrypted with your managed key. The workspace link operation can take up to 90 minutes to complete and you can check the state by sending Get request to workspace and observe if *clusterResourceId* property is present in the response under *features*.
+The workspace link operation can take up to 90 minutes to complete. You can check the status on both the linked workspaces and the cluster. When completed, the workspace resources will include `clusterResourceId` property under `features`, and the cluster will include linked workspaces under `associatedWorkspaces` section.
+
+When a cluster is configured with a customer managed key, data ingested to the workspaces after the link operation is complete will be stored encrypted with your key.
+
 
 #### [Portal](#tab/azure-portal)
 
-1. Open the **Log Analytics workspaces** menu and then select your workspace.
-1. On the **Overview** page, select **JSON View**.
+On the **Overview** page for your dedicated cluster, select **JSON View**. The `associatedWorkspaces` section lists the workspaces linked to the cluster.
+
+:::image type="content" source="./media/logs-dedicated-cluster/associated-workspaces.png" alt-text="Screenshot for viewing associated workspaces for a dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/associated-workspaces.png":::
+
 
 #### [CLI](#tab/cli)
 
@@ -404,9 +415,12 @@ After you create your cluster resource and it's fully provisioned, you can edit
 
 ## Get all clusters in resource group
 
+
 #### [Portal](#tab/azure-portal)
 
-N/A
+From the **Log Analytics dedicated clusters** menu in the Azure portal, select the **Resource group** filter.
+
+:::image type="content" source="./media/logs-dedicated-cluster/resource-group-clusters.png" alt-text="Screenshot for viewing all dedicated clusters in a resource group in the Azure portal." lightbox="./media/logs-dedicated-cluster/resource-group-clusters.png":::
 
 #### [CLI](#tab/cli)
 
@@ -478,7 +492,11 @@ Authorization: Bearer <token>
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+From the **Log Analytics dedicated clusters** menu in the Azure portal, select the **Subscription** filter.
+
+:::image type="content" source="./media/logs-dedicated-cluster/subscription-clusters.png" alt-text="Screenshot for viewing all dedicated clusters in a subscription in the Azure portal." lightbox="./media/logs-dedicated-cluster/subscription-clusters.png":::
+
+
 
 #### [CLI](#tab/cli)
 
@@ -519,7 +537,9 @@ During the commitment period, you can change to a higher commitment tier, which
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+Select your cluster from **Log Analytics dedicated clusters** menu in the Azure portal and then click **Change** next to **Commitment tier**
+
+:::image type="content" source="./media/logs-dedicated-cluster/commitment-tier.png" alt-text="Screenshot for changing commitment tier for a dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/commitment-tier.png":::
 
 #### [CLI](#tab/cli)
 
@@ -619,7 +639,10 @@ Use the following commands to unlink a workspace from cluster:
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+Select your cluster from **Log Analytics dedicated clusters** menu in the Azure portal and then click **Linked workspaces** to view all workspaces currently linked to the dedicated cluster. Select any workspaces you want to unlink and click **Unlink**.
+
+:::image type="content" source="./media/logs-dedicated-cluster/unlink-workspace.png" alt-text="Screenshot for unlinking a workspace from a dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/unlink-workspace.png":::
+
 
 #### [CLI](#tab/cli)
 
@@ -665,7 +688,9 @@ Use the following commands to delete a cluster:
 
 #### [Portal](#tab/azure-portal)
 
-N/A
+Select your cluster from **Log Analytics dedicated clusters** menu in the Azure portal and then click **Delete**.
+
+:::image type="content" source="./media/logs-dedicated-cluster/delete-cluster.png" alt-text="Screenshot for deleting a dedicated cluster in the Azure portal." lightbox="./media/logs-dedicated-cluster/delete-cluster.png":::
 
 #### [CLI](#tab/cli)