Update README.md

Author: Avijit-Microsoft

README.md

@@ -48,13 +48,13 @@ QUICK DEPLOY
 
 To deploy this solution accelerator, you will need access to an [Azure subscription](https://azure.microsoft.com/free/) with permission to create resource groups and resources. 
 
-Please check the link [Azure Products by Region](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/?products=all&regions=all) and choose a region where  Azure AI Foundry, Azure OpenAI services, Azure AI Search, Azure AI Content Understanding and GPT model capacity are available. 
+Please check the link [Azure Products by Region](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/?products=all&regions=all) and choose a region where  Azure AI Foundry, Azure OpenAI Services, Azure AI Search, Azure AI Content Understanding, Embedding Deployment Capacity and GPT model capacity are available. 
 
 When you start the deployment using one of the options below, most parameters will have a default name set already. You can update the following settings:
 
 -  Azure region where the resources will be created in
 
--  Solution prefix, a 3-10 characters alphanumeric value that will be used to prefix resources
+-  Environment Name, a 3-10 characters alphanumeric value that will be used to prefix resources
 
 -  Content Understanding location from the drop-down list of values