Merge pull request #285404 from MicrosoftDocs/main

8/23/2024 AM Publish

Author: Taojunshen

.openpublishing.publish.config.json

@@ -48,17 +48,17 @@ ms.custom: references_regions
   | it-IT  | Italian (Italy)         | Male   | it-IT-GiuseppeMultilingualNeural |
   | ko-KR  | Korean (Korea)          | Male   | ko-KR-HyunsuMultilingualNeural   |
 
-- Enhance the following current multilingual voices with better quality and additional features.
+- Enhance the following current multilingual voices with better quality.
 
-  | Locale | Language  | Gender | Voice name     | Note   |
-  |--------|--------|--------|------------|----------------|
-  | zh-CN  | Chinese (Mandarin, Simplified) | Female | zh-CN-XiaoxiaoMultilingualNeural | Support styles: `affectionate`, `cheerful`, `empathetic`, `excited`, `poetry-reading`, `sorry`, `story`. |
-  | en-US  | English (United States)    | Male   | en-US-AndrewMultilingualNeural | Overall quality update  |
-  | en-US  | English (United States)    | Female | en-US-AvaMultilingualNeural    | Overall quality update  |
+  | Locale | Language  | Gender | Voice name| 
+  |--------|--------|--------|------------|
+  | en-US  | English (United States)    | Male   | en-US-AndrewMultilingualNeural |
+  | en-US  | English (United States)    | Female | en-US-AvaMultilingualNeural    | 
 
-- Two en-US multilingual voices now support styles. See the [Voice styles and roles](../../language-support.md?tabs=tts#voice-styles-and-roles) for more information.
+- Three multilingual voices now support styles. See the [Voice styles and roles](../../language-support.md?tabs=tts#voice-styles-and-roles) for more information.
   - en-US-SerenaMultilingualNeural: `empathetic`, `excited`, `friendly`, `shy`, `serious`, `relieved`, and `sad`.
   - en-US-AndrewMultilingualNeural: `empathetic` and `relieved`.
+  - zh-CN-XiaoxiaoMultilingualNeural: `affectionate`, `cheerful`, `empathetic`, `excited`, `poetry-reading`, `sorry`, and `story`. 
 
 ### July 2024 release
 

articles/ai-services/speech-service/includes/release-notes/release-notes-tts.md

@@ -9,7 +9,7 @@ ms.custom:
   - build-2024
 ms.topic: conceptual
 ms.date: 5/21/2024
-ms.reviewer: eur
+ms.reviewer: mithigpe
 ms.author: lagayhar
 author: lgayhardt
 ---

articles/ai-studio/concepts/evaluation-metrics-built-in.md

@@ -37,8 +37,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -48,8 +48,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -59,9 +59,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -362,8 +362,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -373,8 +373,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -384,9 +384,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -710,8 +710,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -721,8 +721,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -732,9 +732,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -1070,8 +1070,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -1081,8 +1081,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -1092,9 +1092,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -1446,7 +1446,7 @@ For more examples of how to use Meta Llama, see the following examples and tutor
 | Description                               | Language          | Sample                                                             |
 |-------------------------------------------|-------------------|------------------------------------------------------------------- |
 | CURL request                              | Bash              | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-webrequests)    |
-| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://aka.ms/azsdk/azure-ai-inference/javascript/samples) |
+| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azureml-examples/blob/main/sdk/typescript/README.md) |
 | Azure AI Inference package for Python     | Python            | [Link](https://aka.ms/azsdk/azure-ai-inference/python/samples)     |
 | Python web requests                       | Python            | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-webrequests)    |
 | OpenAI SDK (experimental)                 | Python            | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-openai)         |
@@ -1476,4 +1476,4 @@ It is a good practice to start with a low number of instances and scale up as ne
 * [Deploy models as serverless APIs](deploy-models-serverless.md)
 * [Consume serverless API endpoints from a different Azure AI Studio project or hub](deploy-models-serverless-connect.md)
 * [Region availability for models in serverless API endpoints](deploy-models-serverless-availability.md)
-* [Plan and manage costs (marketplace)](costs-plan-manage.md#monitor-costs-for-models-offered-through-the-azure-marketplace)
+* [Plan and manage costs (marketplace)](costs-plan-manage.md#monitor-costs-for-models-offered-through-the-azure-marketplace)

articles/ai-studio/how-to/deploy-models-llama.md

@@ -192,6 +192,8 @@
                   href: tutorial-connect-msi-key-vault-javascript.md    
                 - name: Use PHP
                   href: tutorial-connect-msi-key-vault-php.md                            
+                - name: Use Python
+                  href: tutorial-connect-msi-key-vault-python.md                         
     - name: Connect by using app identity
       items:
         - name: Managed identity overview

articles/app-service/toc.yml

@@ -0,0 +1,47 @@
+---
+title: 'Tutorial: Python connect to Azure services securely with Key Vault'
+description: Learn how to secure connectivity to back-end Azure services that don't support managed identity natively from a Python web app
+ms.devlang: python
+# ms.devlang: python, azurecli
+ms.topic: tutorial
+ms.date: 08/23/2024
+author: cephalin
+ms.author: cephalin
+
+ms.reviewer: madsd 
+ms.custom: devx-track-azurecli, devx-track-python, AppServiceConnectivity
+---
+
+# Tutorial: Secure Cognitive Service connection from Python App Service using Key Vault
+
+[!INCLUDE [tutorial-content-above-code](./includes/tutorial-connect-msi-key-vault/introduction.md)]
+
+## Configure Python app
+
+Clone the sample repository locally and deploy the sample application to App Service. Replace *\<app-name>* with a unique name.
+
+```azurecli-interactive
+# Clone and prepare sample application
+git clone https://github.com/Azure-Samples/app-service-language-detector.git
+cd app-service-language-detector/python
+zip -r default.zip .
+
+# Save app name as variable for convenience
+appName=<app-name>
+
+az appservice plan create --resource-group $groupName --name $appName --sku FREE --location $region --is-linux
+az webapp create --resource-group $groupName --plan $appName --name $appName --runtime "python:3.11"
+az webapp config appsettings set --resource-group $groupName --name $appName --settings SCM_DO_BUILD_DURING_DEPLOYMENT=true
+az webapp deploy --resource-group $groupName --name $appName --src-path ./default.zip
+```
+
+The preceding commands:
+
+* Create a linux app service plan
+* Create a web app for Python 3.11
+* Configure the web app to install the python packages on deployment
+* Upload the zip file, and install the python packages
+
+## Configure secrets as app settings
+
+[!INCLUDE [tutorial-content-below-code](./includes/tutorial-connect-msi-key-vault/cleanup.md)]

articles/app-service/tutorial-connect-msi-key-vault-python.md

@@ -345,7 +345,7 @@ If you don't have these tools installed, you need to instead [get a valid access
 ## <a name="project-file-deployment"></a>Deploy project files
 
 ::: zone pivot="programming-language-csharp,programming-language-javascript,programming-language-powershell,programming-language-python,programming-language-typescript"
-To publish your local code to a function app in Azure, use the [`func azure functionapp publish publish`](./functions-core-tools-reference.md#func-azure-functionapp-publish) command, as in the following example:
+To publish your local code to a function app in Azure, use the [`func azure functionapp publish`](./functions-core-tools-reference.md#func-azure-functionapp-publish) command, as in the following example:
 
 ```
 func azure functionapp publish <FunctionAppName>