Merge branch 'main' of https://github.com/MicrosoftDocs/azure-ai-docs-pr into sdg-fix-titlesuffix

sdgilley · sdgilley · commit 4cbb844a36fd · 2024-11-20T10:20:58.000-06:00
diff --git a/articles/ai-services/ai-services-and-ecosystem.md b/articles/ai-services/ai-services-and-ecosystem.md
@@ -76,7 +76,7 @@ Power Automate is a service in the [Power Platform](/power-platform/) that helps
 
 ## Next steps
 
-* Learn how you can build generative AI applications in the [Azure AI Studio](../ai-studio/what-is-ai-studio.md).
+* Learn how you can build generative AI applications in the [Azure AI Foundry portal](../ai-studio/what-is-ai-studio.md).
 * Get answers to frequently asked questions in the [Azure AI FAQ article](../ai-studio/faq.yml)
 * Create your Azure AI services resource in the [Azure portal](multi-service-resource.md?pivots=azportal) or with [Azure CLI](multi-service-resource.md?pivots=azcli).
 * Keep up to date with [service updates](https://azure.microsoft.com/updates/?product=cognitive-services).
diff --git a/articles/ai-services/cognitive-services-virtual-networks.md b/articles/ai-services/cognitive-services-virtual-networks.md
@@ -52,7 +52,7 @@ Virtual networks are supported in [regions where Azure AI services are available
 > - Translator
 
 > [!NOTE]
-> If you use Azure OpenAI, LUIS, Speech Services, or Language services, the `CognitiveServicesManagement` tag only enables you to use the service by using the SDK or REST API. To access and use Azure OpenAI Studio, LUIS portal, Speech Studio, or Language Studio from a virtual network, you need to use the following tags:
+> If you use Azure OpenAI, LUIS, Speech Services, or Language services, the `CognitiveServicesManagement` tag only enables you to use the service by using the SDK or REST API. To access and use the Azure AI Foundry portal, LUIS portal, Speech Studio, or Language Studio from a virtual network, you need to use the following tags:
 >
 > - `AzureActiveDirectory`
 > - `AzureFrontDoor.Frontend`
@@ -61,7 +61,7 @@ Virtual networks are supported in [regions where Azure AI services are available
 > - `CognitiveServicesFrontEnd`
 > - `Storage` (Speech Studio only)
 > 
-> For information on configuring Azure AI Studio, see the [Azure AI Studio documentation](../ai-studio/how-to/configure-private-link.md).
+> For information on Azure AI Foundry portal configurations, see the [Azure AI Foundry documentation](../ai-studio/how-to/configure-private-link.md).
 
 ## Change the default network access rule
 
diff --git a/articles/ai-services/content-safety/faq.yml b/articles/ai-services/content-safety/faq.yml
@@ -23,14 +23,14 @@ sections:
       - question: |
           How do we get started with Content Safety? First steps?
         answer: |
-          For references on how to start submitting text and images to Azure AI Content Safety, and view model responses and results, visit our [AI Studio-Content Safety Try it out](https://ai.azure.com/explore/contentsafety) page. You can use the sidebar to navigate through the Safety+ Security page. 
+          For references on how to start submitting text and images to Azure AI Content Safety, and view model responses and results, visit the [Azure AI Foundry portal](https://ai.azure.com/explore/contentsafety) page. You can use the sidebar to navigate through the Safety+ Security page. 
       - question: |
           What types of media can Azure AI Content Safety classify/moderate? 
         answer: |
           Our content harm classification models currently support the moderation of text, images, and multimodal (images with text + OCR). The protected material, prompt shields, and groundedness detection models work with text content. 
  
       - question: |
-          How are Azure AI Content Safety’s models priced?
+          How are Azure AI Content Safety's models priced?
         answer: |
           A: We generally charge by volume. For example, the Image API is priced based on the number of images submitted. The Text API is billed for the number of text records submitted to the service. However, each model has its own corresponding rate. See the Azure [pricing page](https://aka.ms/content-safety-pricing) for more information about pricing tiers. 
       - question: |
diff --git a/articles/ai-services/create-account-resource-manager-template.md b/articles/ai-services/create-account-resource-manager-template.md
@@ -131,4 +131,4 @@ az group delete --name $resourceGroupName
 * For a list of Azure AI services, see [What are Azure AI services?](./what-are-ai-services.md).
 * For a list of natural languages that Azure AI services support, see [Natural language support in Azure AI services](language-support.md).
 * To understand how to use Azure AI services on-premises, see [What are Azure AI containers?](cognitive-services-container-support.md).
-* To estimate the cost of using Azure AI services, see [Plan and manage costs for Azure AI Studio](../ai-studio/how-to/costs-plan-manage.md).
+* To estimate the cost of using Azure AI services, see [Plan and manage costs for Azure AI Foundry](../ai-studio/how-to/costs-plan-manage.md).
diff --git a/articles/ai-services/includes/ai-services-intro.md b/articles/ai-services/includes/ai-services-intro.md
@@ -12,6 +12,6 @@
 Azure AI services help developers and organizations rapidly create intelligent, cutting-edge, market-ready, and responsible applications with out-of-the-box and prebuilt and customizable APIs and models. Example applications include natural language processing for conversations, search, monitoring, translation, speech, vision, and decision-making.
 
 > [!TIP]
-> Try Azure AI services including Azure OpenAI, Content Safety, Speech, Vision, and more in [Azure AI Studio](https://ai.azure.com). For more information, see [What is Azure AI Studio?](../../ai-studio/what-is-ai-studio.md).
+> Try Azure AI services including Azure OpenAI, Content Safety, Speech, Vision, and more in the [Azure AI Foundry portal](https://ai.azure.com). For more information, see [What is Azure AI Foundry?](../../ai-studio/what-is-ai-studio.md).
 
 Most [Azure AI services](../../ai-services/index.yml) are available through REST APIs and client library SDKs in popular development languages. For more information, see each service's documentation.
diff --git a/articles/ai-services/includes/preview-feature.md b/articles/ai-services/includes/preview-feature.md
@@ -4,7 +4,7 @@ description: include file
 author: eur
 ms.reviewer: eur
 ms.author: eric-urban
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: include
 ms.date: 2/22/2024
 ms.custom: include, build-2024
diff --git a/articles/ai-services/includes/quickstarts/ai-studio-prerequisites.md b/articles/ai-services/includes/quickstarts/ai-studio-prerequisites.md
@@ -10,4 +10,4 @@ ms.author: eur
 
 > [!div class="checklist"]
 > - Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services).
-> - Some Azure AI services features are free to try in Azure AI Studio. For access to all capabilities described in this article, you need to [connect AI services in AI Studio](../../../ai-studio/ai-services/how-to/connect-ai-services.md). 
+> - Some Azure AI services features are free to try in the Azure AI Foundry portal. For access to all capabilities described in this article, you need to [connect AI services in AI Foundry](../../../ai-studio/ai-services/how-to/connect-ai-services.md). 
diff --git a/articles/ai-services/includes/reference/sdk/cpp.md b/articles/ai-services/includes/reference/sdk/cpp.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for C++
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for C++.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: lajanuar
diff --git a/articles/ai-services/includes/reference/sdk/csharp.md b/articles/ai-services/includes/reference/sdk/csharp.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for C#
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for C#.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/05/2024
 ms.author: lajanuar
diff --git a/articles/ai-services/includes/reference/sdk/go.md b/articles/ai-services/includes/reference/sdk/go.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Go
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for Go.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: lajanuar
diff --git a/articles/ai-services/includes/reference/sdk/java.md b/articles/ai-services/includes/reference/sdk/java.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Java
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for Java.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: lajanuar
diff --git a/articles/ai-services/includes/reference/sdk/javascript.md b/articles/ai-services/includes/reference/sdk/javascript.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for JavaScript
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for JavaScript.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: lajanuar
diff --git a/articles/ai-services/includes/reference/sdk/objective-c.md b/articles/ai-services/includes/reference/sdk/objective-c.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Objective-C
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for Objective-C.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: eur
diff --git a/articles/ai-services/includes/reference/sdk/python.md b/articles/ai-services/includes/reference/sdk/python.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Python
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for Python.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: eur
diff --git a/articles/ai-services/includes/reference/sdk/ruby.md b/articles/ai-services/includes/reference/sdk/ruby.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Swift
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries and packages for Swift.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/05/2024
 ms.author: eur
diff --git a/articles/ai-services/includes/reference/sdk/swift.md b/articles/ai-services/includes/reference/sdk/swift.md
@@ -1,10 +1,10 @@
 ---
 title: Azure AI SDK for Swift
-titleSuffix: Azure AI Foundry
+titleSuffix: Azure AI services
 description: Provides an overview with links to available Azure AI client libraries for Swift.
 author: eric-urban
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.topic: reference
 ms.date: 03/06/2024
 ms.author: eur
diff --git a/articles/ai-services/index.yml b/articles/ai-services/index.yml
@@ -20,7 +20,7 @@ highlightedContent:
     - title: What are Azure AI services?
       itemType: overview # controls the icon image and super-title text
       url: ./what-are-ai-services.md
-    - title: What is Azure AI Studio?
+    - title: What is Azure AI Foundry?
       itemType: overview
       url: ../ai-studio/what-is-ai-studio.md
     - title: Chat with Azure OpenAI models using your own data
@@ -103,10 +103,8 @@ additionalContent:
       items:
         - title: Demo & customization studios
           links:
-            - text: Azure AI Studio
+            - text: Azure AI Foundry portal
               url: https://ai.azure.com/
-            - text: Azure OpenAI Studio
-              url: https://oai.azure.com/
             - text: Content Safety
               url: https://contentsafety.cognitive.azure.com/
             - text: Speech
@@ -123,16 +121,16 @@ additionalContent:
               url: https://language.cognitive.azure.com/
         - title: Explore more AI resources
           links:
-            - text: Azure AI Studio
+            - text: Azure AI Foundry portal
               url: /azure/ai-studio/
             - text: Azure Machine Learning
               url: /azure/machine-learning/
+            - text: The Book of AI
+              url: https://aka.ms/bookofai
             - text: Semantic Kernel
               url: /semantic-kernel/
             - text: AI Builder
               url: /ai-builder/
-            - text: Windows AI
-              url: /windows/ai/
             - text: GitHub Copilot
               url: https://docs.github.com/copilot/getting-started-with-github-copilot
         - title: Training & certification
diff --git a/articles/ai-services/multi-service-resource.md b/articles/ai-services/multi-service-resource.md
@@ -72,4 +72,4 @@ The multi-service resource enables access to the following Azure AI services wit
 ## Related content
 
 - Go to the [Azure AI services hub](../ai-services/index.yml).
-- Try AI services in the [Azure AI Studio](../ai-studio/ai-services/how-to/connect-ai-services.md).
+- Try AI services in the [Azure AI Foundry portal](../ai-studio/ai-services/how-to/connect-ai-services.md).
diff --git a/articles/ai-services/openai/includes/ai-search-ingestion.md b/articles/ai-services/openai/includes/ai-search-ingestion.md
@@ -1,6 +1,6 @@
 ---
 manager: nitinme
-ms.service: azure-ai-studio
+ms.service: azure-ai-services
 ms.custom:
 ms.topic: include
 ms.date: 10/08/2024
diff --git a/articles/ai-services/speech-service/custom-speech-ai-studio.md b/articles/ai-services/speech-service/custom-speech-ai-studio.md
@@ -1,32 +1,32 @@
 ---
-title: Customize a speech model with fine-tuning in AI Studio
+title: Customize a speech model with fine-tuning in Azure AI Foundry portal
 titleSuffix: Azure AI services
-description: Learn about how to customize a speech model with fine-tuning in AI Studio.
+description: Learn about how to customize a speech model with fine-tuning in Azure AI Foundry portal.
 author: eric-urban
 manager: nitinme
 ms.service: azure-ai-speech
 ms.topic: how-to
 ms.date: 11/19/2024
 ms.author: eur
-#Customer intent: As a developer, I want to learn how to customize a speech model with fine-tuning in AI Studio so that I can deploy a custom model.
+#Customer intent: As a developer, I want to learn how to customize a speech model with fine-tuning in the Azure AI Foundry portal so that I can deploy a custom model.
 ---
 
-# Customize a speech model with fine-tuning in AI Studio
+# Customize a speech model with fine-tuning in the Azure AI Foundry portal
 
 With custom speech, you can enhance speech recognition accuracy for your applications by using a custom model for real-time speech to text, speech translation, and batch transcription. The base model, trained with Microsoft-owned data, handles common spoken language well, but a custom model can improve domain-specific vocabulary and audio conditions by providing text and audio data for training. Additionally, you can train the model with structured text for custom pronunciations, display text formatting, and profanity filtering.
 
 > [!TIP]
-> You can bring your custom speech models from [Speech Studio](https://speech.microsoft.com) to [AI Studio](https://ai.azure.com). In AI Studio, you can pick up where you left off by connecting to your existing Speech resource. For more information about connecting to an existing Speech resource, see [Connect to an existing Speech resource](../../ai-studio/ai-services/how-to/connect-ai-services.md#connect-azure-ai-services-after-you-create-a-project).
+> You can bring your custom speech models from [Speech Studio](https://speech.microsoft.com) to [AI Foundry](https://ai.azure.com). In AI Foundry, you can pick up where you left off by connecting to your existing Speech resource. For more information about connecting to an existing Speech resource, see [Connect to an existing Speech resource](../../ai-studio/ai-services/how-to/connect-ai-services.md#connect-azure-ai-services-after-you-create-a-project).
 
-In [AI Studio](https://ai.azure.com), you create a custom speech model by fine-tuning an Azure AI Speech base model with your own data. You can upload your data, test and train a custom model, compare accuracy between models, and deploy a model to a custom endpoint.
+In [AI Foundry](https://ai.azure.com), you create a custom speech model by fine-tuning an Azure AI Speech base model with your own data. You can upload your data, test and train a custom model, compare accuracy between models, and deploy a model to a custom endpoint.
 
-This article shows you how to use fine-tuning in AI Studio to create a custom speech model. For more information about custom speech, see the [custom speech overview](./custom-speech-overview.md) documentation.
+This article shows you how to use fine-tuning in AI Foundry to create a custom speech model. For more information about custom speech, see the [custom speech overview](./custom-speech-overview.md) documentation.
 
 ## Start fine-tuning a model with your data
 
-In AI Studio, you can fine-tune some Azure AI services models. For example, you can fine-tune a model for custom speech. Each custom model is specific to a [locale](language-support.md?tabs=stt). For example, you might fine-tune a model for English in the United States.
+In AI Foundry, you can fine-tune some Azure AI services models. For example, you can fine-tune a model for custom speech. Each custom model is specific to a [locale](language-support.md?tabs=stt). For example, you might fine-tune a model for English in the United States.
 
-1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../../ai-studio/how-to/create-projects.md).
+1. Go to your AI Foundry project. If you need to create a project, see [Create an AI Foundry project](../../ai-studio/how-to/create-projects.md).
 1. Select **Fine-tuning** from the left pane.
 1. Select **AI Service fine-tuning**.
 
@@ -38,7 +38,7 @@ In AI Studio, you can fine-tune some Azure AI services models. For example, you
     :::image type="content" source="./media/ai-studio/custom-speech/new-fine-tune-select-connection.png" alt-text="Screenshot of the page to select the connected service resource that you want to use for fine-tuning." lightbox="./media/ai-studio/custom-speech/new-fine-tune-select-connection.png":::
 
     In this example, we can choose from the following options:
-    - **AI Service**: The Azure AI Services multi-service resource that [came with the AI Studio project](../../ai-studio/ai-services/how-to/connect-ai-services.md#connect-azure-ai-services-when-you-create-a-project-for-the-first-time).
+    - **AI Service**: The Azure AI Services multi-service resource that [came with the AI Foundry project](../../ai-studio/ai-services/how-to/connect-ai-services.md#connect-azure-ai-services-when-you-create-a-project-for-the-first-time).
     - **Speech Service**: An Azure AI Speech resource that was [connected after the project was created](../../ai-studio/ai-services/how-to/connect-ai-services.md#connect-azure-ai-services-after-you-create-a-project). 
 
 1. Enter a name and description for the fine-tuning job. Then select **Next**.
diff --git a/articles/ai-services/speech-service/fast-transcription-create.md b/articles/ai-services/speech-service/fast-transcription-create.md
@@ -29,7 +29,7 @@ Unlike the batch transcription API, fast transcription API only produces transcr
 ## Use the fast transcription API
 
 > [!TIP]
-> Try out fast transcription in [Azure AI Studio](https://aka.ms/fasttranscription/studio).
+> Try out fast transcription in the [Azure AI Foundry portal](https://aka.ms/fasttranscription/studio).
 
 We learn how to use the fast transcription API (via [Transcriptions - Transcribe](https://go.microsoft.com/fwlink/?linkid=2296107)) with the following scenarios:
 - [Known locale specified](?tabs=locale-specified): Transcribe an audio file with a specified locale. If you know the locale of the audio file, you can specify it to improve transcription accuracy and minimize the latency.
diff --git a/articles/ai-services/speech-service/get-started-speech-to-text.md b/articles/ai-services/speech-service/get-started-speech-to-text.md
@@ -17,7 +17,7 @@ zone_pivot_groups: programming-languages-speech-services-studio
 # Quickstart: Recognize and convert speech to text
 
 ::: zone pivot="ai-studio"
-[!INCLUDE [AI Studio include](includes/quickstarts/speech-to-text-basics/ai-studio.md)]
+[!INCLUDE [AI Foundry include](includes/quickstarts/speech-to-text-basics/ai-studio.md)]
 ::: zone-end
 
 ::: zone pivot="programming-language-csharp"
diff --git a/articles/ai-services/speech-service/includes/quickstarts/speech-to-text-basics/ai-studio.md b/articles/ai-services/speech-service/includes/quickstarts/speech-to-text-basics/ai-studio.md
diff --git a/articles/ai-services/speech-service/includes/release-notes/release-notes-stt.md b/articles/ai-services/speech-service/includes/release-notes/release-notes-stt.md
diff --git a/articles/ai-services/speech-service/pronunciation-assessment-tool.md b/articles/ai-services/speech-service/pronunciation-assessment-tool.md
diff --git a/articles/ai-services/speech-service/speech-studio-overview.md b/articles/ai-services/speech-service/speech-studio-overview.md
diff --git a/articles/ai-services/speech-service/toc.yml b/articles/ai-services/speech-service/toc.yml
diff --git a/articles/ai-services/speech-service/~/reusable-content/ce-skilling/azure/includes/ai-studio/includes/feature-preview.md b/articles/ai-services/speech-service/~/reusable-content/ce-skilling/azure/includes/ai-studio/includes/feature-preview.md
diff --git a/articles/ai-services/what-are-ai-services.md b/articles/ai-services/what-are-ai-services.md

Original file line number	Diff line number	Diff line change
`@@ -52,7 +52,7 @@ Virtual networks are supported in [regions where Azure AI services are available`
`52`	`52`	`> - Translator`
`53`	`53`
`54`	`54`	`> [!NOTE]`
`55`		-> If you use Azure OpenAI, LUIS, Speech Services, or Language services, the `CognitiveServicesManagement` tag only enables you to use the service by using the SDK or REST API. To access and use Azure OpenAI Studio, LUIS portal, Speech Studio, or Language Studio from a virtual network, you need to use the following tags:
	`55`	+> If you use Azure OpenAI, LUIS, Speech Services, or Language services, the `CognitiveServicesManagement` tag only enables you to use the service by using the SDK or REST API. To access and use the Azure AI Foundry portal, LUIS portal, Speech Studio, or Language Studio from a virtual network, you need to use the following tags:
`56`	`56`	`>`
`57`	`57`	> - `AzureActiveDirectory`
`58`	`58`	> - `AzureFrontDoor.Frontend`
`@@ -61,7 +61,7 @@ Virtual networks are supported in [regions where Azure AI services are available`
`61`	`61`	> - `CognitiveServicesFrontEnd`
`62`	`62`	> - `Storage` (Speech Studio only)
`63`	`63`	`>`
`64`		`-> For information on configuring Azure AI Studio, see the [Azure AI Studio documentation](../ai-studio/how-to/configure-private-link.md).`
	`64`	`+> For information on Azure AI Foundry portal configurations, see the [Azure AI Foundry documentation](../ai-studio/how-to/configure-private-link.md).`
`65`	`65`
`66`	`66`	`## Change the default network access rule`
`67`	`67`