Merge pull request #5153 from MicrosoftDocs/main

5/22/2025 PM Publish

Author: Taojunshen

.openpublishing.redirection.json

@@ -309,6 +309,16 @@
       "source_path_from_root": "/articles/ai-services/speech-service/how-to-migrate-to-prebuilt-neural-voice.md",
       "redirect_url": "/azure/ai-services/speech-service/custom-neural-voice",
       "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/ai-foundry/quickstarts/hear-speak-playground.md",
+      "redirect_url": "/azure/ai-foundry/quickstarts/get-started-playground",
+      "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/ai-services/language-service/tutorials/prompt-flow.md",
+      "redirect_url": "/azure/ai-services/language-service/tutorials/power-automate",
+      "redirect_document_id": false
     }
   ]
 }

articles/ai-foundry/how-to/create-projects.md

@@ -19,7 +19,7 @@ zone_pivot_groups: project-type
 
 # Create a project for Azure AI Foundry
 
-This article describes how to create an [Azure AI Foundry](https://ai.azure.com) project. Projects let you organize your work for exploring new ideas and as you prototype on a particular use cases.
+This article describes how to create an [Azure AI Foundry](https://ai.azure.com) project. Projects let you organize your work for exploring new ideas and as you prototype on a particular use case.
 
 Azure AI Foundry supports two types of projects: a **[!INCLUDE [fdp](../includes/fdp-project-name.md)]** and a **[!INCLUDE [hub](../includes/hub-project-name.md)]**. For more information about the differences between these two project types, see [Types of projects](../what-is-azure-ai-foundry.md#project-types).
 
@@ -44,7 +44,6 @@ Azure AI Foundry supports two types of projects: a **[!INCLUDE [fdp](../includes
     * Evaluations
     * Playgrounds
 
-
 ## Prerequisites
 
 Use the following tabs to select the method you plan to use to create a [!INCLUDE [hub](../includes/hub-project-name.md)]:
@@ -176,9 +175,7 @@ In addition, many resources are only accessible by users in your project workspa
 
 ## Related content
 
-- [Quickstart: Get started with Azure AI Foundry](../quickstarts/get-started-code.md?pivots=hub-project)
-
-- [Learn more about Azure AI Foundry](../what-is-azure-ai-foundry.md)
+- [Quickstart: Use the chat playground in Azure AI Foundry portal](../quickstarts/get-started-playground.md)
 
 - [Learn more about hubs](../concepts/ai-resources.md)
 
@@ -188,4 +185,4 @@ In addition, many resources are only accessible by users in your project workspa
 
 [!INCLUDE [create-project-fdp](../includes/create-project-fdp.md)]
 
-::: zone-end
+::: zone-end

articles/ai-foundry/includes/create-hub-project-simple.md

@@ -16,9 +16,16 @@ ms.custom: include, build-2024, ignite-2024
 
  1. Sign in to [Azure AI Foundry](https://ai.azure.com). 
  1. Select any existing project if you aren't already in one.
+ 
+    > [!IMPORTANT]
+    > You must have an existing [!INCLUDE [fdp-project-name](fdp-project-name.md)] or [!INCLUDE [hub-project-name](hub-project-name.md)] before you can follow these steps. If you don't have an existing project, follow the steps in the [Quickstart: Get started with Azure AI Foundry](../quickstarts/get-started-code.md) to create your first [!INCLUDE [fdp-project-name](fdp-project-name.md)].
+
  1. At the bottom of the left pane, select **Management center**.
  1. At the top of the page, select **All resources**.
  1. Select **Create**.
+ 
+    :::image type="content" source="../media/how-to/projects/management-center-create.png" alt-text="Screenshot shows the management center where you can create a hub based project.":::
+
  1. Select **AI hub resource**.
  1. Enter a name for the project.
  1. If you have a hub, you'll see the one you most recently used selected.  

articles/ai-foundry/includes/create-hub-project.md

@@ -20,7 +20,8 @@ A [!INCLUDE [hub-project-name](hub-project-name.md)] exists inside a hub. A hub
 
 When you create a new hub, you must have **Owner** or **Contributor** permissions on the selected resource group. If you're part of a team and don't have these permissions, your administrator should create a hub for you.
 
-While you can create a hub as part of the project creation, you have more control and can set more advanced settings for the hub if you create it separately. For example, you can customize network security or the underlying Azure Storage account. For more information, see [How to create and manage an Azure AI Foundry hub](../how-to/create-azure-ai-resource.md).
+> [!TIP]
+> While you can create a hub as part of the project creation, you have more control and can set more advanced settings for the hub if you create it separately. For example, you can customize network security or the underlying Azure Storage account. For more information, see [How to create and manage an Azure AI Foundry hub](../how-to/create-azure-ai-resource.md).
 
 When you create a new hub as part of the project creation, default settings are provided. If you want to customize these settings, do so before you create the project:
 

articles/ai-foundry/includes/create-project-fdp.md

@@ -25,6 +25,9 @@ ms.custom: include
     * Fine-tuning
     * Playgrounds
 
+* You can also [Use a Bicep file](../how-to/create-azure-ai-project-template.md) to create a [!INCLUDE [fdp-project-name](fdp-project-name.md)].
+
+
 ## Prerequisites
 
 Use the following tabs to select the method you plan to use to create a [!INCLUDE [fdp](../includes/fdp-project-name.md)]:
@@ -92,8 +95,8 @@ To customize the settings for your project, follow these steps:
 
 To create a [!INCLUDE [fdp](../includes/fdp-project-name.md)]:
 
-1. Install azure-identity: `pip install azure-identity azure_mgmt_cognitiveservices`. If in a notebook cell, use `%pip install azure-identity azure_mgmt_cognitiveservices`.
-
+1. Install packages: `pip install azure-identity azure-mgmt-cognitiveservices`. If in a notebook cell, use `%pip install azure-identity azure-mgmt-cognitiveservices`.
+1. Use `pip show azure-mgmt-cognitiveservices` to verify your version is 13.7 or greater.
 1. Use the following code to create a [!INCLUDE [fdp-project-name](../includes/fdp-project-name.md)].  This example creates the project in West US:
 
     ```python

articles/ai-foundry/media/how-to/projects/management-center-create.png

@@ -276,8 +276,6 @@ items:
       href: ../ai-services/speech-service/pronunciation-assessment-tool.md?context=/azure/ai-foundry/context/context
     - name: Speech translation
       href: ../ai-services/speech-service/get-started-speech-translation.md?context=/azure/ai-foundry/context/context
-    - name: Hear and speak with chat in the playground
-      href: quickstarts/hear-speak-playground.md
   - name:  Translator
     items:
     - name: What is Azure AI Translator?

articles/ai-foundry/quickstarts/hear-speak-playground.md

@@ -407,7 +407,7 @@ curl --request POST \
             "bing_custom_search": {
                 "search_configurations": [
                     {
-                        "connection_id": /subscriptions/<sub-id>/resourceGroups/<your-rg-name>/providers/Microsoft.CognitiveServices/accounts/<your-ai-services-name>/projects/<your-project-name>/connections/<your-fabric-connection-name>,
+                        "connection_id": /subscriptions/<sub-id>/resourceGroups/<your-rg-name>/providers/Microsoft.CognitiveServices/accounts/<your-ai-services-name>/projects/<your-project-name>/connections/<your-bing-connection-name>,
                         "instance_name": <your_custom_search_configuration_name>, 
                         "count": 7,
                         "market": "en-US", 
@@ -474,4 +474,4 @@ curl --request GET \
   -H "Authorization: Bearer $AGENT_TOKEN"
 ```
 
-::: zone-end
+::: zone-end

articles/ai-foundry/toc.yml

@@ -85,6 +85,11 @@ Content Understanding now supports modified content filtering for approved custo
 > * Apply for modified content filters via this form: [Azure OpenAI Limited Access Review: Modified Content Filters](https://ncv.microsoft.com/uEfCgnITdR).
 > * For more information, *see* [**Content filtering**](../openai/concepts/content-filter.md).
 
+## Face capabilities
+
+The Face capabilities feature in Content Understanding is a limited Access service and registration is required for access. Face grouping and identification feature in Content Understanding is limited based on eligibility and usage criteria. Face service is only available to Microsoft managed customers and partners. Use the [Face Recognition intake form](https://aka.ms/facerecognition) to apply for access. For more information, see [Microsoft's Limited Access Policy](../../ai-services/cognitive-services-limited-access.md).
+
+
 ## Data privacy and security
 Developers using the Content Understanding service should review Microsoft's policies on customer data. For more information, visit our [**Data, protection and privacy**](https://www.microsoft.com/trust-center/privacy) page.