limited ai services

eric-urban · eric-urban · commit 1820627fe479 · 2024-02-06T07:18:50.000-08:00
diff --git a/articles/ai-studio/concepts/ai-resources.md b/articles/ai-studio/concepts/ai-resources.md
@@ -19,7 +19,7 @@ author: Blackmist
 
 The 'Azure AI' resource is the top-level Azure resource for AI Studio and provides the working environment for a team to build and manage AI applications. In Azure, resources enable access to Azure services for individuals and teams. Resources also provide a container for billing, security configuration and monitoring.
 
-The Azure AI hub resource is used to access multiple Azure AI services with a single setup. Previously, different Azure AI services including [Azure OpenAI](../../ai-services/openai/overview.md), [Azure Machine Learning](../../machine-learning/overview-what-is-azure-machine-learning.md), [Azure AI Speech](../../ai-services/speech-service/overview.md), required their individual setup.
+The Azure AI hub resource can be used to access [multiple Azure AI services](#azure-ai-services-api-access-keys) with a single setup. Previously, different Azure AI services including [Azure OpenAI](../../ai-services/openai/overview.md), [Azure Machine Learning](../../machine-learning/overview-what-is-azure-machine-learning.md), [Azure AI Speech](../../ai-services/speech-service/overview.md), required their individual setup.
 
 In this article, you learn more about Azure AI hub resource's capabilities, and how to set up Azure AI for your organization. You can see the resources created in the [Azure portal](https://portal.azure.com/) and in [Azure AI Studio](https://ai.azure.com).
 
diff --git a/articles/ai-studio/faq.yml b/articles/ai-studio/faq.yml
@@ -2,11 +2,11 @@
 metadata:
   title: Azure AI frequently asked questions
   titleSuffix: Azure AI Studio
-  description: Get answers to the most popular questions about Azure AI services
+  description: Get answers to the most popular questions about Azure AI services.
   manager: nitinme
   ms.service: azure-ai-studio
   ms.topic: faq
-  ms.date: 11/15/2023
+  ms.date: 2/6/2024
   ms.reviewer: eur
   ms.author: eur
   author: eric-urban
@@ -27,7 +27,7 @@ sections:
       - question: |
           What regions is Azure AI Studio available in?
         answer: | 
-          Azure AI Studio is available in these regions: Australia East, Brazil South, Canada Central, East US, East US 2, France Central, Germany West Central, India South, Japan East, North Central US, Norway East, Poland Central, South Africa North, South Central US, Sweden Central, Switzerland North, UK South, West Europe, and West US.
+          Azure AI Studio is available in most regions where Azure AI services are available. For more information, see [region support for Azure AI Studio](reference/region-support.md).
       - question: |
           Can I integrate Microsoft Fabric data into Azure AI Studio? 
         answer: |
@@ -59,7 +59,7 @@ sections:
       - question: |
           What is the billing model for Model-as-a-Service (MaaS)? 
         answer: |
-          Azure AI Studio offers paygo inference APIs and hosted fine-tuning for Llama2. During preview, there's no extra charge for Azure AI Studio outside of typical AI services and other Azure resource charges.
+          Azure AI Studio offers paygo inference APIs and hosted fine-tuning for [Llama 2 family models](how-to/deploy-models-llama). During preview, there's no extra charge for Azure AI Studio outside of typical AI services and other Azure resource charges.
       - question: |
           Can all models be secured with content filtering? 
         answer: |
diff --git a/articles/ai-studio/how-to/cli-install.md b/articles/ai-studio/how-to/cli-install.md
@@ -143,7 +143,7 @@ Initializing standalone resources is recommended when building simple solutions
 
 The following resources can be initialized standalone, or attached to projects:
 
-- Azure AI services: Includes Azure AI Speech, Azure AI Vision, and Azure OpenAI
+- Azure AI services: Includes Azure OpenAI, Azure AI Speech, and Azure AI Vision.
 - Azure OpenAI: Provides access to OpenAI's powerful language models.
 - Azure AI Search: Provides keyword, vector, and hybrid search capabilities.
 - Azure AI Speech: Provides speech recognition, synthesis, and translation.
diff --git a/articles/ai-studio/how-to/costs-plan-manage.md b/articles/ai-studio/how-to/costs-plan-manage.md
@@ -48,12 +48,12 @@ When you create resources for an Azure AI hub resource, resources for other Azur
 
 | Service pricing page | Description with example use cases | 
 | --- | --- | 
-| [Azure AI services](https://azure.microsoft.com/pricing/details/cognitive-services/) | You pay to use services such as Azure OpenAI, Speech, Content Safety, Vision, Document Intelligence, and Language. Costs vary for each service and for some features within each service. | 
-| [Azure AI Search](https://azure.microsoft.com/pricing/details/search/) | An example use case is to store data in a vector search index. |
-| [Azure Machine Learning](https://azure.microsoft.com/pricing/details/machine-learning/) | Compute instances are needed to run Visual Studio Code (Web) and prompt flow via Azure AI Studio.<br/><br/>When you create a compute instance, the virtual machine (VM) stays on so it's available for your work.<br/><br/>Enable idle shutdown to save on cost when the VM is idle for a specified time period.<br/><br/>Or set up a schedule to automatically start and stop the compute instance to save cost when you aren't planning to use it. | 
+| [Azure AI services](https://azure.microsoft.com/pricing/details/cognitive-services/) | You pay to use services such as Azure OpenAI, Speech, Content Safety, Vision, Document Intelligence, and Language. Costs vary for each service and for some features within each service. For more information about provisioning of Azure AI services, see [Azure AI hub resources](../concepts/ai-resources.md#azure-ai-services-api-access-keys).| 
+| [Azure AI Search](https://azure.microsoft.com/pricing/details/search/) | An example use case is to store data in a [vector search index](./index-add.md). |
+| [Azure Machine Learning](https://azure.microsoft.com/pricing/details/machine-learning/) | Compute instances are needed to run [Visual Studio Code (Web or Desktop)](./develop-in-vscode.md) and [prompt flow](./prompt-flow.md) via Azure AI Studio.<br/><br/>When you create a compute instance, the virtual machine (VM) stays on so it's available for your work.<br/><br/>Enable idle shutdown to save on cost when the VM is idle for a specified time period.<br/><br/>Or set up a schedule to automatically start and stop the compute instance to save cost when you aren't planning to use it. | 
 | [Azure Virtual Machine](https://azure.microsoft.com/pricing/details/virtual-machines/) | Azure Virtual Machines gives you the flexibility of virtualization for a wide range of computing solutions with support for Linux, Windows Server, SQL Server, Oracle, IBM, SAP, and more. |
 | [Azure Container Registry Basic account](https://azure.microsoft.com/pricing/details/container-registry) | Provides storage of private Docker container images, enabling fast, scalable retrieval, and network-close deployment of container workloads on Azure. |
-| [Azure Blob Storage](https://azure.microsoft.com/pricing/details/storage/blobs/) | Can be used to store Azure AI project files. |
+| [Azure Blob Storage](https://azure.microsoft.com/pricing/details/storage/blobs/) | Can be used to store [Azure AI project](./create-projects.md) files. |
 | [Key Vault](https://azure.microsoft.com/pricing/details/key-vault/) | A key vault for storing secrets. |
 | [Azure Private Link](https://azure.microsoft.com/pricing/details/private-link/) | Azure Private Link enables you to access Azure PaaS Services (for example, Azure Storage and SQL Database) over a private endpoint in your virtual network. |
 
diff --git a/articles/ai-studio/how-to/models-foundation-azure-ai.md b/articles/ai-studio/how-to/models-foundation-azure-ai.md
@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: how-to
-ms.date: 11/15/2023
+ms.date: 2/6/2024
 ms.reviewer: eur
 ms.author: eur
 author: eric-urban
@@ -49,6 +49,9 @@ Explore more Speech capabilities in the [Speech Studio](https://aka.ms/speechstu
 
 :::image type="content" source="../media/explore/explore-vision.png" alt-text="Screenshot of vision capability cards in the Azure AI Studio explore tab." lightbox="../media/explore/explore-vision.png":::
 
+> [!TIP]
+> You can also try GPT-4 Turbo with Vision capabilities in the Azure AI Studio playground. For more information, see [GPT-4 Turbo with Vision on your images and videos in Azure AI Studio playground](../quickstarts/multimodal-vision.md).
+
 Explore more vision capabilities in the [Vision Studio](https://portal.vision.cognitive.azure.com/) and the [Azure AI Vision documentation](/azure/ai-services/computer-vision/).
 
 
@@ -79,7 +82,7 @@ To try more Azure AI services, go to the following studio links:
 - [Content Safety](https://contentsafety.cognitive.azure.com/)
 - [Custom Translator](https://portal.customtranslator.azure.ai/)
 
-You can conveniently access these links from a menu at the top-right corner of AI Studio.
+You can conveniently access these links from the **All Azure AI** menu at the top-right corner of AI Studio.
 
 
 ## Prompt samples
@@ -91,7 +94,7 @@ The prompt samples are designed to assist AI Studio users in finding and utilizi
 > [!NOTE]
 > These prompts serve as starting points to help users get started and we recommend users to tune and evaluate before using in production. 
 
-On the **Explore** page, select **Samples** > **Prompts** from the left menu to learn more and try it out.
+On the **Explore** page, select **Models** > **Prompt catalog** from the left menu to learn more and try it out.
 
 ### Filter by Modalities, Industries or Tasks 
 
diff --git a/articles/ai-studio/how-to/sdk-install.md b/articles/ai-studio/how-to/sdk-install.md
@@ -17,7 +17,7 @@ author: eric-urban
 
 [!INCLUDE [Azure AI Studio preview](../includes/preview-ai-studio.md)]
 
-The Azure AI SDK is a family of packages that provide access to Azure AI services such as Azure OpenAI and Speech. 
+The Azure AI SDK is a family of packages that provide access to Azure AI services such as Azure OpenAI. 
 
 In this article, you'll learn how to get started with the Azure AI SDK for generative AI applications. You can either:
 - [Install the SDK into an existing development environment](#install-the-sdk-into-an-existing-development-environment) or
diff --git a/articles/ai-studio/index.yml b/articles/ai-studio/index.yml
@@ -10,7 +10,7 @@ metadata:
   ms.reviewer: eur
   ms.author: eur
   author: eric-urban
-  ms.date: 11/15/2023
+  ms.date: 2/6/2024
 
 # linkListType: architecture | concept | deploy | download | get-started | how-to-guide | learn | overview | quickstart | reference | tutorial | video | whats-new
 
diff --git a/articles/ai-studio/quickstarts/content-safety.md b/articles/ai-studio/quickstarts/content-safety.md
@@ -24,6 +24,8 @@ In this quickstart, get started with the [Azure AI Content Safety](/azure/ai-ser
 
 ## Prerequisites
 
+[!INCLUDE [Limited AI services](../includes/limited-ai-services.md)]
+
 * An active Azure account. If you don't have one, you can [create one for free](https://azure.microsoft.com/free/cognitive-services/).
 * An [Azure AI hub resource](../how-to/create-azure-ai-resource.md) and [project](../how-to/create-projects.md) in Azure AI Studio. 
 
diff --git a/articles/ai-studio/quickstarts/hear-speak-playground.md b/articles/ai-studio/quickstarts/hear-speak-playground.md
@@ -28,6 +28,8 @@ The speech to text and text to speech features can be used together or separatel
 
 ## Prerequisites
 
+[!INCLUDE [Limited AI services](../includes/limited-ai-services.md)]
+
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - Access granted to Azure OpenAI in the desired Azure subscription.
 
diff --git a/articles/ai-studio/quickstarts/multimodal-vision.md b/articles/ai-studio/quickstarts/multimodal-vision.md
@@ -27,12 +27,14 @@ Extra usage fees might apply for using GPT-4 Turbo with Vision and Azure AI Visi
 
 ## Prerequisites
 
+[!INCLUDE [Limited AI services](../includes/limited-ai-services.md)]
+
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - Access granted to Azure OpenAI in the desired Azure subscription.
 
     Currently, access to this service is granted only by application. You can apply for access to Azure OpenAI by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 
-- An [Azure AI hub resource](../how-to/create-azure-ai-resource.md) with a GPT-4 Turbo with Vision model deployed in one of the regions that support GPT-4 Turbo with Vision: Australia East, Switzerland North, Sweden Central, and West US. When you deploy from your project's **Deployments** page, select: `gpt-4` as the model name and `vision-preview` as the model version.
+- An [Azure AI hub resource](../how-to/create-azure-ai-resource.md) with a GPT-4 Turbo with Vision model deployed in one of the [regions that support GPT-4 Turbo with Vision](../../ai-services/openai/concepts/models#gpt-4-and-gpt-4-turbo-preview-model-availability): Australia East, Switzerland North, Sweden Central, and West US. When you deploy from your Azure AI project's **Deployments** page, select: `gpt-4` as the model name and `vision-preview` as the model version.
 - An [Azure AI project](../how-to/create-projects.md) in Azure AI Studio. 
 
 ## Start a chat session to analyze images or video
diff --git a/articles/ai-studio/reference/region-support.md b/articles/ai-studio/reference/region-support.md
@@ -48,7 +48,9 @@ Azure AI Studio preview is currently not available in Azure Government regions o
 
 ## Speech capabilities
 
-Speech capabilities including custom neural voice vary in regional availability due to underlying hardware availability. See [Speech service supported regions](../../ai-services/speech-service/regions.md) for an overview.
+[!INCLUDE [Limited AI services](../includes/limited-ai-services.md)]
+
+Azure AI Speech capabilities including custom neural voice vary in regional availability due to underlying hardware availability. See [Speech service supported regions](../../ai-services/speech-service/regions.md) for an overview.
 
 ## Next steps
 
diff --git a/articles/ai-studio/tutorials/screen-reader.md b/articles/ai-studio/tutorials/screen-reader.md
@@ -7,7 +7,7 @@ ms.service: azure-ai-studio
 ms.custom:
   - ignite-2023
 ms.topic: tutorial
-ms.date: 11/15/2023
+ms.date: 2/6/2024
 ms.reviewer: eur
 ms.author: eur
 author: eric-urban
@@ -17,7 +17,7 @@ author: eric-urban
 
 [!INCLUDE [Azure AI Studio preview](../includes/preview-ai-studio.md)]
 
-This article is for people who use screen readers such as Microsoft's Narrator, JAWS, NVDA or Apple's Voiceover, and provides guidance on how to use the Azure AI Studio with a screen reader.   
+This article is for people who use screen readers such as Microsoft's Narrator, JAWS, NVDA or Apple's Voiceover. You learn how to use the Azure AI Studio with a screen reader.   
 
 ## Getting started in the Azure AI Studio 
 
@@ -34,17 +34,17 @@ For efficient navigation, it might be helpful to navigate by landmarks to move b
 
 ## Explore 
 
-In **Explore** you can explore the different capabilities of Azure AI before creating a project. You can find this in the primary navigation landmark.
+In **Explore** you can explore the different capabilities of Azure AI before creating a project. You can find this page in the primary navigation landmark.
 
-Within **Explore**, you can explore many capabilities found within the secondary navigation. These include model catalog, model leaderboard, and pages for Azure AI services such as Speech, Vision, and Content Safety. 
-- Model catalog contains three main areas: Announcements, Models and Filters. You can use Search and Filters to narrow down model selection 
+Within **Explore**, you can [explore many capabilities](../how-to/models-foundation-azure-ai.md) found within the secondary navigation. These include [model catalog](../how-to/model-catalog.md), model leaderboard, and pages for Azure AI services such as Speech, Vision, and Content Safety. 
+- [Model catalog](../how-to/model-catalog.md) contains three main areas: Announcements, Models and Filters. You can use Search and Filters to narrow down model selection 
 - Azure AI service pages such as Speech consist of many cards containing links. These cards lead you to demo experiences where you can sample our AI capabilities and might link out to another webpage. 
 
 ## Projects 
 
 To work within the Azure AI Studio, you must first [create a project](../how-to/create-projects.md): 
-1. Navigate to the Build tab in the primary navigation.
-1. Press the Tab key until you hear *New project* and select this button.  
+1. In [Azure AI Studio](https://ai.azure.com), navigate to the **Build** tab in the primary navigation.
+1. Press the **Tab** key until you hear *New project* and select this button.  
 1. Enter the information requested in the **Create a new project** dialog.  
 
 You then get taken to the project details page. 
@@ -59,20 +59,20 @@ From the **Build** tab, navigate to the secondary navigation landmark and press
 
 ### Playground structure 
 
-When you first arrive the playground mode dropdown is set to **Chat** by default. In this mode the playground is composed of the command toolbar and three main panes: **Assistant setup**, **Chat session**, and **Configuration**. If you have added your own data in the playground, the **Citations** pane will also appear when selecting a citation as part of the model response. 
+When you first arrive, the playground mode dropdown is set to **Chat** by default. In this mode, the playground is composed of the command toolbar and three main panes: **Assistant setup**, **Chat session**, and **Configuration**. If you added your own data in the playground, the **Citations** pane also appears when selecting a citation as part of the model response. 
 
 You can navigate by heading to move between these panes, as each pane has its own H2 heading. 
 
 ### Assistant setup pane 
 
-This is where you can set up the chat assistant according to your organization's needs. 
+The assistant setup pane is where you can set up the chat assistant according to your organization's needs. 
 
 Once you edit the system message or examples, your changes don't save automatically. Press the **Save changes** button to ensure your changes are saved. 
 
 ### Chat session pane  
 
-This is where you can chat to the model and test out your assistant 
-- After you send a message, the model might take some time to respond, especially if the response is long. You hear a screen reader announcement "Message received from the chatbot" when the model has finished composing a response.  
+The chat session pane is where you can chat to the model and test out your assistant 
+- After you send a message, the model might take some time to respond, especially if the response is long. You hear a screen reader announcement "Message received from the chatbot" when the model finishes composing a response.  
 - Content in the chatbot follows this format: 
 
     ```
@@ -134,9 +134,9 @@ There's also a dashboard view provided to allow you to compare evaluation runs.
  
 ## Technical support for customers with disabilities 
 
-Microsoft wants to provide the best possible experience for all our customers. If you have a disability or questions related to accessibility, please contact the Microsoft Disability Answer Desk for technical assistance. The Disability Answer Desk support team is trained in using many popular assistive technologies and can offer assistance in English, Spanish, French, and American Sign Language. Go to the Microsoft Disability Answer Desk site to find out the contact details for your region. 
+Microsoft wants to provide the best possible experience for all our customers. If you have a disability or questions related to accessibility, contact the Microsoft Disability Answer Desk for technical assistance. The Disability Answer Desk support team is trained in using many popular assistive technologies. They can offer assistance in English, Spanish, French, and American Sign Language. Go to the Microsoft Disability Answer Desk site to find out the contact details for your region. 
 
-If you're a government, commercial, or enterprise customer, please contact the enterprise Disability Answer Desk. 
+If you're a government, commercial, or enterprise customer, contact the enterprise Disability Answer Desk. 
 
 ## Next steps
 * Learn how you can build generative AI applications in the [Azure AI Studio](../what-is-ai-studio.md).
diff --git a/articles/ai-studio/what-is-ai-studio.md b/articles/ai-studio/what-is-ai-studio.md
