Initial commit

Author: jboback

articles/cognitive-services/language-service/question-answering/how-to/encrypt-data-at-rest.md

@@ -18,7 +18,7 @@ Question answering automatically encrypts your data when it is persisted to the
 
 ## About encryption key management
 
-By default, your subscription uses Microsoft-managed encryption keys. There is also the option to manage your subscription with your own keys called customer-managed keys (CMK). CMK offers greater flexibility to create, rotate, disable, and revoke access controls. You can also audit the encryption keys used to protect your data. If CMK is configured for your subscription, double encryption is provided, which offers a second layer of protection, while allowing you to control the encryption key through your Azure Key Vault.
+By default, your subscription uses Microsoft-managed encryption keys. There is also the option to manage your resource with your own keys called customer-managed keys (CMK). CMK offers greater flexibility to create, rotate, disable, and revoke access controls. You can also audit the encryption keys used to protect your data. If CMK is configured for your subscription, double encryption is provided, which offers a second layer of protection, while allowing you to control the encryption key through your Azure Key Vault.
 
 Question answering uses CMK support from Azure search, and associates the provided CMK to encrypt the data stored in Azure search index. Please follow the steps listed in [this article](../../../../search/search-security-manage-encryption-keys.md) to configure Key Vault access for the Azure search service.
 

articles/cognitive-services/language-service/question-answering/tutorials/bot-service.md

@@ -33,12 +33,12 @@ After deploying your project, you can create a bot from the **Deploy project** p
 
 * When you make changes to the project and redeploy, you don't need to take further action with the bot. It's already configured to work with the project, and works with all future changes to the project. Every time you publish a project, all the bots connected to it are automatically updated.
 
-1. In Language Studio, on the question answering **Deploy project** page, select **Create bot**.
+1. In Language Studio, on the question answering **Deploy project** page, select the **Create a bot** button.
 
     > [!div class="mx-imgBorder"]
     > ![Screenshot of UI with option to create a bot in Azure.](../media/bot-service/create-bot-in-azure.png)
 
-1. A new browser tab opens for the Azure portal, with the Azure Bot Service's creation page. Configure the Azure bot service.
+1. A new browser tab opens for the Azure portal, with the Azure Bot Service's creation page. Configure the Azure bot service and hit the **Create** button.
 
     |Setting |Value|
     |----------|---------|

articles/cognitive-services/language-service/question-answering/tutorials/multiple-domains.md

@@ -92,12 +92,12 @@ You can add up to 50000 question answer pairs to a single project. If your data
 
 ## Create a separate project for each domain
 
-You can also create a separate project for each domain and maintain the projects separately. All APIs require for the user to pass on the project ID to make any update to the project or fetch an answer to the user's question.  
+You can also create a separate project for each domain and maintain the projects separately. All APIs require for the user to pass on the project name to make any update to the project or fetch an answer to the user's question.  
 
 When the user question is received by the service, you would need to pass on the `projectName` in the REST API endpoint shown to fetch a response from the relevant project. You can locate the URL in the **Deploy project** page under **Get prediction URL**:
 
 `https://southcentralus.api.cognitive.microsoft.com/language/:query-knowledgebases?projectName=Test-Project-English&api-version=2021-10-01&deploymentName=production`
 
 ## Create a separate language resource for each domain
 
-Let's say the marketing team at Microsoft wants to build a customer support bot that answers user queries on Surface and Xbox products. They plan to assign distinct teams to access projects on Surface and Xbox. In this case, it is advised to create two question answering resources - one for Surface and another for Xbox. You can however define distinct roles for users accessing the same resource.
+Let's say the marketing team at Microsoft wants to build a customer support bot that answers user queries on Surface and Xbox products. They plan to assign distinct teams to access projects on Surface and Xbox. In this case, it is advised to create two question answering resources - one for Surface and another for Xbox. You can however define distinct roles for users accessing the same resource.