Merge pull request #247581 from aahill/oaoi-pva

image and extra section

Author: ttorble

articles/ai-services/openai/concepts/use-your-data.md

@@ -152,18 +152,24 @@ Avoid asking long questions and break them down into multiple questions if possi
 
 * If you have documents in multiple languages, we recommend building a new index for each language and connecting them separately to Azure OpenAI.  
 
-### Using Power Virtual Agents
+### Deploying the model
+
+After you connect Azure OpenAI to your data, you can deploy it using the **Deploy to** button in Azure OpenAI studio.
+
+:::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":::
+
+#### Using Power Virtual Agents
 
 You can deploy your model to [Power Virtual Agents](/power-virtual-agents/fundamentals-what-is-power-virtual-agents) directly from Azure OpenAI studio, enabling you to bring conversational experiences to various data stores like public websites, SharePoint, OneDrive, and more. Power Virtual Agents acts as a conversational and generative AI platform, making the process of creating, publishing and deploying a bot to any number of channels simple and accessible.
 
-While Power Virtual Agents has features that leverage Azure OpenAI such as [generative answers](/power-virtual-agents/nlu-boost-conversations), deploying a model grounded on your data lets you create a chatbot that will respond using your data, and connect it to the Power Platform.
+While Power Virtual Agents has features that leverage Azure OpenAI such as [generative answers](/power-virtual-agents/nlu-boost-conversations), deploying a model grounded on your data lets you create a chatbot that will respond using your data, and connect it to the Power Platform. For more information, see [Use a connection to Azure OpenAI on your data](/power-virtual-agents/nlu-generative-answers-azure-openai).
 
 > [!VIDEO https://www.microsoft.com/videoplayer/embed/RW192hF]
 
 
-### Using the web app
+#### Using the web app
 
-You can also use the available standalone web app to interact with your model using a graphical user interface, which you can deploy using either [Azure OpenAI studio](../use-your-data-quickstart.md?pivots=programming-language-studio#deploy-a-web-app) or a [manual deployment](https://github.com/microsoft/sample-app-aoai-chatGPT). 
+You can also use the available standalone web app to interact with your model 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)
 
@@ -179,6 +185,22 @@ When customizing the 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 and improvements.
 
+#### Important considerations
+
+- Publishing creates an Azure App Service in your subscription. It may 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.
+- You can [customize](../concepts/use-your-data.md#using-the-web-app) the frontend and backend logic of the web app.
+- 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):
+
+    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**. 
+    
+        :::image type="content" source="../media/quickstarts/web-app-authentication.png" alt-text="Screenshot of the authentication page in the Azure portal." lightbox="../media/quickstarts/web-app-authentication.png":::
+
+    1. Select Microsoft as the identity provider. The default settings on this page will restrict the app to your tenant only, so you don't need to change anything else here. Then select **Add**
+    
+    Now users will be asked to sign in with their Azure Active Directory account to be able to access your app. You can follow a similar process to add another identity provider if you prefer. The app doesn't use the user's login information in any other way other than verifying they are a member of your tenant.
+
+
 ### Using the API
 
 Consider setting the following parameters even if they are optional for using the API.

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

@@ -9,12 +9,16 @@ ms.topic: include
 ms.date: 06/15/2023
 ---
 
-## Deploy a web app
+## Deploy your model
 
 Once you're satisfied with the experience in Azure OpenAI studio, you can deploy a web app directly from the 
 Studio by selecting the **Deploy to** button. 
 
-:::image type="content" source="../media/quickstarts/chatgpt-playground-publish-web-app.png" alt-text="A screenshot showing the button to publish a web app in Azure AI studio." lightbox="../media/quickstarts/chatgpt-playground-publish-web-app.png":::
+:::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](../concepts/use-your-data.md#deploying-the-model) as a standalone web application, or to Power Virtual Agents.   
+
+As an example, if you choose to deploy a web app:
 
 The first time you deploy a web app, you should select **Create a new web app**. Choose a name for the app, which will 
 become part of the app URL. For example, `https://<appname>.azurewebsites.net`. 
@@ -23,5 +27,6 @@ Select your subscription, resource group, location, and pricing plan for the pub
 update an existing app, select **Publish to an existing web app** and choose the name of your previous 
 app from the dropdown menu.
 
+If you choose to deploy a web app, see the [important considerations](../concepts/use-your-data.md#important-considerations) for using it.
 > [!div class="nextstepaction"]
-> [I ran into an issue with the web app.](https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=STUDIO&Pillar=AOAI&Product=ownData&Page=quickstart&Section=Create-sample-app)
+> [I ran into an issue with deploying the model.](https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=STUDIO&Pillar=AOAI&Product=ownData&Page=quickstart&Section=Create-sample-app)

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

@@ -61,18 +61,3 @@ You can experiment with the configuration settings such as temperature and pre-r
 
 [!INCLUDE [deploy-web-app](deploy-web-app.md)]
 
-
-### Important considerations
-
-- Publishing creates an Azure App Service in your subscription. It may 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.
-- You can [customize](../concepts/use-your-data.md#using-the-web-app) the frontend and backend logic of the web app.
-- 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):
-
-    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**. 
-    
-        :::image type="content" source="../media/quickstarts/web-app-authentication.png" alt-text="Screenshot of the authentication page in the Azure portal." lightbox="../media/quickstarts/web-app-authentication.png":::
-
-    1. Select Microsoft as the identity provider. The default settings on this page will restrict the app to your tenant only, so you don't need to change anything else here. Then select **Add**
-    
-    Now users will be asked to sign in with their Azure Active Directory account to be able to access your app. You can follow a similar process to add another identity provider if you prefer. The app doesn't use the user's login information in any other way other than verifying they are a member of your tenant.