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

Author: dlepow

articles/ai-services/document-intelligence/containers/install-run.md

@@ -66,6 +66,10 @@ The host is a x64-based computer that runs the Docker container. It can be a com
 * [Azure Container Instances](../../../container-instances/index.yml).
 * A [Kubernetes](https://kubernetes.io/) cluster deployed to [Azure Stack](/azure-stack/operator). For more information, see [Deploy Kubernetes to Azure Stack](/azure-stack/user/azure-stack-solution-template-kubernetes-deploy).
 
+> [!NOTE]
+>
+> Note that Studio container cannot be deployed and run in Azure Kubernetes Service. Studio container is only supported to be run on local machine.
+
 ### Container requirements and recommendations
 
 #### Required supporting containers

articles/ai-services/language-service/question-answering/overview.md

@@ -14,7 +14,7 @@ ms.custom: language-service-question-answering
 # What is custom question answering?
 
 > [!NOTE]
-> [Azure Open AI On Your Data](../../openai/concepts/use-your-data.md) utilizes large language models (LLMs) to produce similar results to Custom Question Answering. If you wish to connect an existing Custom Question Answering project to Azure Open AI On Your Data, please check out our [guide]( how-to/azure-openai-integration.md).
+> [Azure OpenAI On Your Data](../../openai/concepts/use-your-data.md) utilizes large language models (LLMs) to produce similar results to Custom Question Answering. If you wish to connect an existing Custom Question Answering project to Azure OpenAI On Your Data, please check out our [guide]( how-to/azure-openai-integration.md).
 
 Custom question answering provides cloud-based Natural Language Processing (NLP) that allows you to create a natural conversational layer over your data. It is used to find appropriate answers from customer input or from a project.
 

articles/ai-services/openai/concepts/model-retirements.md

@@ -66,9 +66,9 @@ These models are currently available for use in Azure OpenAI Service.
 | `gpt-35-turbo` | 0125 | No earlier than Feb 22, 2025 |
 | `gpt-4`<br>`gpt-4-32k` | 0314 | **Deprecation:** October 1, 2024 <br> **Retirement:** June 6, 2025 |
 | `gpt-4`<br>`gpt-4-32k` | 0613 | No earlier than Sep 30, 2024 |
-| `gpt-4` | 1106-preview | To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on July 15, 2024, or later **<sup>1</sup>** |
-| `gpt-4` | 0125-preview |To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on July 15, 2024, or later  **<sup>1</sup>**  |
-| `gpt-4` | vision-preview | To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on July 15, 2024, or later  **<sup>1</sup>** |
+| `gpt-4` | 1106-preview | To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on August 15, 2024, or later **<sup>1</sup>** |
+| `gpt-4` | 0125-preview |To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on August 15, 2024, or later  **<sup>1</sup>**  |
+| `gpt-4` | vision-preview | To be upgraded to `gpt-4` Version: `turbo-2024-04-09`, starting on August 15, 2024, or later  **<sup>1</sup>** |
 | `gpt-3.5-turbo-instruct` | 0914 | No earlier than Sep 14, 2025 |
 | `text-embedding-ada-002` | 2 | No earlier than April 3, 2025 |
 | `text-embedding-ada-002` | 1 | No earlier than April 3, 2025 |

articles/ai-services/speech-service/how-to-configure-openssl-linux.md

@@ -15,7 +15,7 @@ zone_pivot_groups: programming-languages-set-three
 # Configure OpenSSL for Linux
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 With the Speech SDK, [OpenSSL](https://www.openssl.org) is dynamically configured to the host-system version. 
 

articles/ai-services/speech-service/how-to-configure-rhel-centos-7.md

@@ -13,7 +13,7 @@ ms.author: pankopon
 # Configure RHEL/CentOS 7
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 To use the Speech SDK on Red Hat Enterprise Linux (RHEL) 7 x64 and CentOS 7 x64, update the C++ compiler (for C++ development) and the shared C++ runtime library on your system.
 

articles/ai-services/speech-service/includes/how-to/compressed-audio-input/gstreamer-linux.md

@@ -22,7 +22,7 @@ gstreamer1.0-plugins-ugly
 # [RHEL/CentOS](#tab/centos)
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 ```sh
 sudo yum install gstreamer1 \

articles/ai-services/speech-service/includes/quickstarts/platform/cpp-requirements.md

@@ -18,7 +18,7 @@ Install the [Microsoft Visual C++ Redistributable for Visual Studio 2015, 2017,
 # [Linux](#tab/linux)
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 The Speech SDK for C++ only supports the following distributions on the x64, ARM32 (Debian/Ubuntu), and ARM64 (Debian/Ubuntu) architectures:
 

articles/ai-services/speech-service/includes/quickstarts/platform/csharp-requirements.md

@@ -10,7 +10,7 @@ ms.author: eur
 The Speech SDK for C# is compatible with Windows, Linux, and macOS.
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 # [Windows](#tab/windows)
 

articles/ai-services/speech-service/includes/quickstarts/platform/go-linux.md

@@ -10,7 +10,7 @@ ms.author: eur
 ## Platform requirements
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 The Speech SDK for Go supports the following distributions on the x64 architecture:
 

articles/ai-services/speech-service/includes/quickstarts/platform/java-requirements.md

@@ -20,7 +20,7 @@ The Speech SDK for Java doesn't support Windows on ARM64.
 # [Linux](#tab/linux)
 
 > [!CAUTION]
-> This article references CentOS, a Linux distribution that is nearing End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
+> This article references CentOS, a Linux distribution that is End Of Life (EOL) status. Please consider your use and planning accordingly. For more information, see the [CentOS End Of Life guidance](~/articles/virtual-machines/workloads/centos/centos-end-of-life.md).
 
 The Speech SDK for Java supports the following distributions on the x64, ARM32 (Debian/Ubuntu), and ARM64 (Debian/Ubuntu) architectures: