Merge pull request #261524 from MicrosoftDocs/repo_sync_working_branch

Confirm merge from repo_sync_working_branch to main to sync with https://github.com/MicrosoftDocs/azure-docs (branch main)

Author: Taojunshen

articles/ai-services/computer-vision/concept-background-removal.md

@@ -27,6 +27,9 @@ This feature provides two possible outputs based on the customer's needs:
 
 This service is currently in preview, and the API may change in the future.
 
+> [!IMPORTANT]
+> Background removal is only available in the following Azure regions: East US, France Central, Korea Central, North Europe, Southeast Asia, West Europe, West US.
+
 ## Background removal examples
 
 The following example images illustrate what the Image Analysis service returns when removing the background of an image and creating an alpha matte. 

articles/ai-services/content-safety/concepts/jailbreak-detection.md

@@ -23,7 +23,7 @@ Despite these precautions, models remain susceptible to adversarial inputs that
 
 ## What is a jailbreak attack?
 
-A jailbreak attack, also known as a User Prompt Injection Attack (UPIA), is an intentional attempt by a user to exploit the vulnerabilities of an LLM-powered system, bypass its safety mechanisms, and provoke restricted behaviors. These attacks can lead to the LLM generating inappropriate content or performing actions restricted by System Prompt or RHLF.  
+A jailbreak attack, also known as a User Prompt Injection Attack (UPIA), is an intentional attempt by a user to exploit the vulnerabilities of an LLM-powered system, bypass its safety mechanisms, and provoke restricted behaviors. These attacks can lead to the LLM generating inappropriate content or performing actions restricted by System Prompt or RLHF(Reinforcement Learning with Human Feedback).  
 
 Most generative AI models are prompt-based: the user interacts with the model by entering a text prompt, to which the model responds with a completion.  
 

articles/ai-services/openai/includes/gpt-v-rest.md

@@ -136,9 +136,10 @@ The **object grounding** integration brings a new layer to data analysis and use
         "dataSources": [
         {
             "type": "AzureComputerVision",
-            "endpoint": " <your_computer_vision_endpoint> ",
-            "key": "<your_computer_vision_key>",
-            "indexName": "test-products"
+            "parameters": {
+                "endpoint": "<your_computer_vision_endpoint>",
+                "key": "<your_computer_vision_key>"
+            }
         }],
         "messages": [ 
             { "role": "system", "content": "You are a helpful assistant." }, 

articles/azure-arc/servers/agent-release-notes.md

@@ -34,6 +34,7 @@ Download for [Windows](https://download.microsoft.com/download/f/6/4/f64c574f-d3
 - Agent installation and upgrades apply more restrictive permissions to the agent's data directories on Windows
 - Improved reliability when detecting Azure Stack HCI as a cloud provider
 - Removed the log zipping feature introduced in version 1.37 for extension manager and machine configuration agent logs. Log files will still be rotated automatically.
+- Resolved [Azure Connected Machine Agent Elevation of Privilege Vulnerability](https://msrc.microsoft.com/update-guide/vulnerability/CVE-2023-35624)
 
 ## Version 1.36 - November 2023
 

articles/copilot/deploy-vms-effectively.md

@@ -35,7 +35,7 @@ Microsoft Copilot for Azure (preview) can guide you in suggesting different opti
 
 ### Examples
 
-During the VM creation process, you can ask "How do I reduce the cost of my virtual machine?" Microsoft Copilot for Azure (preview) guides you through options to make your VM more cost-effective, providing options that you can enable.
+During the VM creation process, you can ask "**How do I reduce the cost of my virtual machine?**" Microsoft Copilot for Azure (preview) guides you through options to make your VM more cost-effective, providing options that you can enable.
 
 :::image type="content" source="media/deploy-vms-effectively/vm-reduce-costs.png" lightbox="media/deploy-vms-effectively/vm-reduce-costs.png" alt-text="Screenshot showing Microsoft Copilot for Azure (preview) providing ways to lower VM costs.":::
 
@@ -54,7 +54,7 @@ Microsoft Copilot for Azure (preview) can provide additional context to help you
 
 ### Examples
 
-During the VM creation process, you can ask "How do I create a resilient and high availability virtual machine?" Microsoft Copilot for Azure (preview) guides you through options to configure your VM for high availability, providing options that you can enable.
+During the VM creation process, you can ask "**How do I create a resilient and high availability virtual machine?**" Microsoft Copilot for Azure (preview) guides you through options to configure your VM for high availability, providing options that you can enable.
 
 :::image type="content" source="media/deploy-vms-effectively/vm-resilient-high-availability.png" lightbox="media/deploy-vms-effectively/vm-resilient-high-availability.png" alt-text="Screenshot showing Microsoft Copilot for Azure (preview) providing ways to configure a VM for high availability.":::
 
@@ -69,7 +69,7 @@ Azure offers different size options for VMs based on your workload needs. Micros
 
 ### Examples
 
-Ask "Help me choose the right VM size for my workload?" Microsoft Copilot for Azure (preview) asks for some more information to help it determine the best options. After that, it presents some options and lets you choose which recommended size to use for your VM.
+Ask "**Help me choose the right VM size for my workload?**" Microsoft Copilot for Azure (preview) asks for some more information to help it determine the best options. After that, it presents some options and lets you choose which recommended size to use for your VM.
 
 :::image type="content" source="media/deploy-vms-effectively/vm-choose-size.png" lightbox="media/deploy-vms-effectively/vm-choose-size.png" alt-text="Screenshot of Screenshot showing Microsoft Copilot for Azure (preview) providing size recommendations for a VM.":::
 

articles/lab-services/connect-virtual-machine-chromebook-remote-desktop.md

@@ -56,5 +56,5 @@ Next, you connect to the lab VM by using the remote desktop application. You can
 
 ## Next steps
 
-- As an educator, [configure RDP for Linux VMs](how-to-enable-remote-desktop-linux.md#rdp-setup)
+- As an educator, [configure RDP for Linux VMs](how-to-enable-remote-desktop-linux.md)
 - As a student, [stop the VM](how-to-use-lab.md#start-or-stop-the-vm)

articles/lab-services/connect-virtual-machine-linux-x2go.md

@@ -12,9 +12,9 @@ ms.date: 04/24/2023
 
 # Connect to a lab VM using X2Go in Azure Lab Services
 
-In this article, you learn how to connect to a Linux-based lab VM in Azure Lab Services by using X2Go. Before you can connect with X2Go, the lab needs to have the X2Go and the GUI packages for a Linux graphical desktop environment.
+In this article, you learn how to connect to a Linux-based lab VM in Azure Lab Services by using X2Go. Before you can connect with X2Go, the lab needs to have the [X2Go and the Linux GUI (graphical user interface) desktop packages configured](./how-to-enable-remote-desktop-linux.md) by the lab creator.
 
-When you connect to the lab VM by using X2Go, you need to provide the Linux graphical desktop environment version. For example, select `XFCE` if you're using either XFCE or Xubuntu graphical desktop environments. You can get this information from the person that created the lab.
+When you connect to the lab VM by using X2Go, you need to provide the Linux GUI desktop version. For example, select *XFCE* if you're using either XFCE or xUbuntu GUI desktops. You can get this information from the person that created the lab.
 
 ## Install X2Go client
 
@@ -44,7 +44,7 @@ Install the [X2Go client](https://wiki.x2go.org/doku.php/doc:installation:x2gocl
    - **Host** - The ID of your VM; for example, **`ml-lab-00000000-0000-0000-0000-000000000000.eastus2.cloudapp.azure.com`**.
    - **Login** - The username for your VM; for example, **student**.
    - **SSH port** - The unique port assigned to your VM; for example, **12345**.
-   - **Session type** - Select the Linux graphical desktop environment that was used when setting up the lab. For example, select `XFCE` if you're using either XFCE or Xubuntu graphical desktop environments.
+   - **Session type** - Select the Linux GUI desktop that was used when setting up the lab. For example, select **XFCE** if you're using either XFCE or xUbuntu GUI desktops.
 
 1. Select **OK** to create the remote session.
 
@@ -59,8 +59,8 @@ Install the [X2Go client](https://wiki.x2go.org/doku.php/doc:installation:x2gocl
 
 1. When prompted, enter your password and select **OK**.
 
-    You're now remotely connected to your lab VM's GUI desktop environment.
+    You're now remotely connected to your lab VM's GUI desktop.
 
 ## Next steps
 
-- [Configure X2Go on a template VM](how-to-enable-remote-desktop-linux.md#setting-up-x2go)
+- [Configure X2Go on a template VM](how-to-enable-remote-desktop-linux.md)

articles/lab-services/connect-virtual-machine-windows-rdp.md

@@ -44,17 +44,17 @@ The RDP client software has various settings for optimizing your connection expe
 
 Learn more about the [RDP client's **Experience** settings](/windows-server/administration/performance-tuning/role/remote-desktop/session-hosts#client-experience-settings).
 
-If the lab creator configured the GNOME graphical desktop on a Linux lab VM with the RDP client, we recommend the following settings to optimize performance:
+If you're using a Linux lab VM with a graphical desktop and the RDP client, the following settings may help to optimize performance:
 
 - On the **Display** tab, set the color depth to **High Color (15 bit)**.
 
     :::image type="content" source="./media/connect-virtual-machine-windows-rdp/rdp-display-settings.png" alt-text="Screenshot of display tab of the Windows R D P client, highlighting the color depth setting.":::
 
 - On the **Experience** tab, set the connection speed to **Modem (56 kbps)**.
 
-    :::image type="content" source="./media/connect-virtual-machine-windows-rdp/rdp-experience-settings.png" alt-text="Screenshot of experience tab of the Windows R D P client, highlighting the connection speed setting.":::
+    :::image type="content" source="./media/connect-virtual-machine-windows-rdp/rdp-experience-settings.png" alt-text="Screenshot of experience tab of the Windows RDP client, highlighting the connection speed setting.":::
 
 ## Next steps
 
-- [As an educator, enabled RDP on Linux](how-to-enable-remote-desktop-linux.md#rdp-setup)
+- [As an educator, enabled RDP on Linux](how-to-enable-remote-desktop-linux.md)
 - [As a student, stop the VM](how-to-use-lab.md#start-or-stop-the-vm)

articles/lab-services/connect-virtual-machine.md

@@ -30,14 +30,11 @@ Follow these instructions to connect to a Windows-based lab VM. Choose the instr
 
 To connect to a Linux-based lab VM, you can use the secure shell protocol (SSH), remote desktop protocol (RDP), or X2Go.
 
-Azure Lab Services automatically configures SSH for Linux VMs. Both lab users and lab creators can SSH into Linux VMs without additional setup. If you want to connect to a VM with a Linux GUI, the lab creator might need to do extra setup on the template VM.
-
-> [!WARNING]
-> If you need to use [GNOME](https://www.gnome.org/) or [MATE](https://mate-desktop.org/) you should coordinate with the lab creator to ensure that your lab VM has the correct configuration. For details, see [Using GNOME or MATE graphical desktops](how-to-enable-remote-desktop-linux.md#using-gnome-or-mate-graphical-desktops).
+Azure Lab Services automatically configures SSH for Linux VMs. Both lab users and lab creators can SSH into Linux VMs without additional setup. If you want to connect to a VM with a Linux GUI (graphical user interface) desktop, the lab creator/educator might need to do extra setup on the template VM.
 
 ### Connect to a Linux lab VM using RDP
 
-Before you can connect to a Linux VM using RDP, the lab creator first needs to [enable remote desktop connection for Linux VMs](how-to-enable-remote-desktop-linux.md#rdp-setup).
+Before you can connect to a Linux VM using RDP, the lab creator first needs to enable the **Client connection (RDP)** setting and ensure that a GUI desktop and RDP are installed.  For more information on steps that need to be completed by the lab creator, see the example that shows [how to set up GNOME and RDP](how-to-enable-remote-desktop-linux.md#set-up-gnome-and-rdp).
 
 To connect to a Linux VM using RDP, follow the instructions based on the type of OS you're using.
 
@@ -49,7 +46,7 @@ To connect to a Linux VM using RDP, follow the instructions based on the type of
 
 ### Connect to a Linux lab VM Using X2Go
 
-Linux VMs can have X2Go enabled and a graphical desktop installed.  For more information, see [X2Go Setup](how-to-enable-remote-desktop-linux.md#setting-up-x2go) and [Using GNOME or MATE graphical desktops](how-to-enable-remote-desktop-linux.md#using-gnome-or-mate-graphical-desktops).  
+Another option for connecting to a Linux VM that has a GUI desktop installed, is to use X2Go.  For more information on steps that need to be completed by the lab creator, see examples to [set up X2Go with XFCE, xUbuntu, and MATE](./how-to-enable-remote-desktop-linux.md#setup).
 
 For instructions to connect to a Linux VM using X2Go, see [Connect to a VM using X2Go](connect-virtual-machine-linux-x2go.md).