Merge pull request #266441 from aahill/aoai-ga

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Author: v-dirichards

articles/ai-services/openai/how-to/use-web-app.md

@@ -14,14 +14,14 @@ recommendations: false
 
 # Use the Azure OpenAI web app
 
-Along with Azure OpenAI Studio and the APIs, you can also use the available standalone web app to interact with chat models using a graphical user interface, which you can deploy using either Azure OpenAI studio or a [manual deployment](https://github.com/microsoft/sample-app-aoai-chatGPT). 
+Along with Azure OpenAI Studio, APIs and SDKs, you can also use the available standalone web app to interact with Azure OpenAI models using a graphical user interface, which you can deploy using either Azure OpenAI studio or a [manual deployment](https://github.com/microsoft/sample-app-aoai-chatGPT). 
 
 ![A screenshot of the web app interface.](../media/use-your-data/web-app.png)
 
 ## Important considerations
 
 - Publishing creates an Azure App Service in your subscription. It might incur costs depending on the [pricing plan](https://azure.microsoft.com/pricing/details/app-service/windows/) you select. When you're done with your app, you can delete it from the Azure portal.
-- By default, the app will only be accessible to you. To add authentication (for example, restrict access to the app to members of your Azure tenant):
+- By default, the app will be deployed with the Microsoft identity provider already configured, restricting access to the app to members of your Azure tenant. To add or modify authentication:
 
     1. Go to the [Azure portal](https://portal.azure.com/#home) and search for the app name you specified during publishing. Select the web app, and go to the **Authentication** tab on the left navigation menu. Then select **Add an identity provider**. 
 
@@ -33,18 +33,22 @@ Along with Azure OpenAI Studio and the APIs, you can also use the available stan
 
 ## Web app customization
 
-You can customize the app's frontend and backend logic. For example, you could change the icon that appears in the center of the app by updating `/frontend/src/assets/Contoso.svg` and then redeploying the app [using the Azure CLI](https://github.com/microsoft/sample-app-aoai-chatGPT#deploy-with-the-azure-cli).  See the source code for the web app, and more information [on GitHub](https://github.com/microsoft/sample-app-aoai-chatGPT).
+You can customize the app's frontend and backend logic. For example, you could change the icon that appears in the center of the app by updating `/frontend/src/assets/Contoso.svg` and then redeploying the app [using the Azure CLI](https://github.com/microsoft/sample-app-aoai-chatGPT#deploy-with-the-azure-cli).  See the source code for the web app, and more information on [GitHub](https://github.com/microsoft/sample-app-aoai-chatGPT).
 
 When customizing the app, we recommend:
 
 - Resetting the chat session (clear chat) if the user changes any settings. Notify the user that their chat history will be lost.
 
 - Clearly communicating how each setting you implement will affect the user experience.
 
-- When you rotate API keys for your Azure OpenAI or Azure Cognitive Search resource, be sure to update the app settings for each of your deployed apps to use the new keys.
+- When you rotate API keys for your Azure OpenAI or Azure AI Search resource, be sure to update the app settings for each of your deployed apps to use the new keys.
 
-- Pulling changes from the `main` branch for the web app's source code frequently to ensure you have the latest bug fixes and improvements.
+### Updating the web app
 
+We recommend pulling changes from the `main` branch for the web app's source code frequently to ensure you have the latest bug fixes, API version, and improvements.
+
+> [!NOTE]
+> After February 1, 2024, the web app requires the app startup command to be set to `python3 -m gunicorn app:app`. When updating an app that was published prior to February 1, 2024, you need to manually add the startup command from the **App Service Configuration** page.
 
 ## Chat history
 

articles/ai-services/openai/includes/connect-your-data-studio.md

@@ -6,27 +6,27 @@ ms.service: azure-ai-openai
 ms.topic: include
 author: aahill
 ms.author: aahi
-ms.date: 11/14/2023
+ms.date: 02/15/2024
 recommendations: false
 ---
 
 ## Add your data using Azure OpenAI Studio
 
 Navigate to [Azure OpenAI Studio](https://oai.azure.com/) and sign-in with credentials that have access to your Azure OpenAI resource. During or after the sign-in workflow, select the appropriate directory, Azure subscription, and Azure OpenAI resource.
 
-1. Select the **Bring your data** tile.
+1. Select the **Bring your own data - ground your own data on advanced AI models to create conversational copilots** tile
 
     :::image type="content" source="../media/use-your-data/bring-your-data-card.png" alt-text="A screenshot of the Azure OpenAI Studio landing page." lightbox="../media/use-your-data/bring-your-data-card.png":::
 
-1. In the pane that appears, select **Upload files** under **Select data source**. Select **Upload files**. Azure OpenAI needs both a storage resource and a search resource to access and index your data.
+1. In the pane that appears, select **Upload files (preview)** under **Select data source**. Azure OpenAI needs both a storage resource and a search resource to access and index your data.
 
     > [!TIP]
     > * See the following resource for more information:
     >    * [Data source options](../concepts/use-your-data.md#supported-data-sources)
     >    * [supported file types and formats](../concepts/use-your-data.md#data-formats-and-file-types)
     > *  For documents and datasets with long text, we recommend using the available [data preparation script](https://go.microsoft.com/fwlink/?linkid=2244395). 
 
-    1. For Azure OpenAI to access your storage account, you will need to turn on [Cross-origin resource sharing (CORS)](https://go.microsoft.com/fwlink/?linkid=2237228). If CORS isn't already turned on for the Azure Blob storage resource, select **Turn on CORS**. 
+    1. For Azure OpenAI to access your storage account, you will need to turn on [Cross-origin resource sharing (CORS)](https://go.microsoft.com/fwlink/?linkid=2237228). If CORS isn't already turned on for the Azure Blob Storage resource, select **Turn on CORS**. 
 
     1. Select your Azure AI Search resource, and select the acknowledgment that connecting it will incur usage on your account. Then select **Next**.
 
@@ -39,7 +39,7 @@ Navigate to [Azure OpenAI Studio](https://oai.azure.com/) and sign-in with crede
 
     > [!IMPORTANT]
     > * [Semantic search](/azure/search/semantic-search-overview#availability-and-pricing) and [vector search](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/) are subject to additional pricing. You need to choose **Basic or higher SKU** to enable semantic search or vector search. See [pricing tier difference](/azure/search/search-sku-tier) and [service limits](/azure/search/search-limits-quotas-capacity) for more information.
-    > * To help improve the quality of the information retrieval and model response, we recommend enabling [semantic search](/azure/search/semantic-search-overview) for the following languages: English, French, Spanish, Portuguese, Italian, Germany, Chinese(Zh), Japanese, Korean, Russian, and Arabic.
+    > * To help improve the quality of the information retrieval and model response, we recommend enabling [semantic search](/azure/search/semantic-search-overview) for the following data source languages: English, French, Spanish, Portuguese, Italian, Germany, Chinese(Zh), Japanese, Korean, Russian, and Arabic.
     
 1. Review the details you entered, and select **Save and close**. You can now chat with the model and it will use information from your data to construct the response.
 

articles/ai-services/openai/includes/deploy-web-app.md

@@ -15,7 +15,7 @@ Studio by selecting the **Deploy to** button.
 
 :::image type="content" source="../media/use-your-data/deploy-model.png" alt-text="A screenshot showing the model deployment button in Azure OpenAI Studio." lightbox="../media/use-your-data/deploy-model.png":::
 
-This gives you the option to either deploy the model as a standalone web application, or Power Virtual Agents if you're [using your own data](../concepts/use-your-data.md#deployment) on the model.   
+This gives you the option to either deploy to a standalone web application, or a copilot in Copilot Studio if you're [using your own data](../concepts/use-your-data.md#deployment) on the model. 
 
 As an example, if you choose to deploy a web app:
 

articles/ai-services/openai/media/quickstarts/add-your-data-source.png

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: whats-new
-ms.date: 2/6/2024
+ms.date: 02/15/2024
 recommendations: false
 ---
 
@@ -57,7 +57,7 @@ You can now use Azure OpenAI On Your Data in the following Azure region:
 
 ### Azure OpenAI On Your Data general availability
 
-- [Azure OpenAI On Your Data](./concepts/use-your-data.md) is now generally available. It additionally provides public preview support for Pinecone and Elasticsearch databases.
+- [Azure OpenAI On Your Data](./concepts/use-your-data.md) is now generally available.
 
 ## December 2023