Update README.md

samples/msteams-FAQPlus/README.md

@@ -27,19 +27,19 @@ This sample implements a chatbot that answers queries based on a custom database
 * **Proactive Messaging:** Proactive messaging is used to send a message to the Teams channel by initiating a conversation.
 * **Adaptive Cards:** Adaptive cards are used to send the conversation history to the Teams channel and allow for actions such as "chat with user" or "close ticket".
 
-## Interaction with the bot
+## Interaction with the app
  ![bot-in-action](images/app.gif)
 
-## Set up and run the app in Github Codespaces
+## Set up and run the sample app in Github Codespaces
 1. Click **Open in GitHub Codespaces** badge above to create a codespace for the sample app. Wait for the codespace to be setup, it may take a couple of minutes.
 2. Using the Teams Toolkit extension, sign in to your Microsoft 365 account and Azure account under ```ACCOUNTS```.
 3. [Set up your knowledge base using Azure AI resources](#set-up-your-knowledge-base).
 4. [Populate the environment files](#populate-the-environment-files).
 5. Press **Ctrl+Shift+D** to open the ```Run and Debug``` menu. Select ```Debug``` and press ```F5``` or click on the play button.
 6. Download the zip file ```appPackage/build/appPackage.local.zip``` and [sideload the app to Teams personal chat](#sideload-the-app-to-teams-personal-chat) and  [sideload the app to Teams Channel](#sideload-the-app-to-teams-channel)
-7. You can now [interact with the app](#interact-with-the-app).
+7. You can now [run the sample app](#run-the-sample-app).
 
-## Set up and run the app locally
+## Set up and run the sample app locally
 ### Prerequisites
 - [Python 3.11](https://www.python.org/downloads/)
 - [Node.js](https://nodejs.org/)
@@ -59,7 +59,7 @@ This sample implements a chatbot that answers queries based on a custom database
 5. [Set up your knowledge base using Azure AI resources](#set-up-your-knowledge-base).
 6. [Populate the environment files](#populate-the-environment-files).
 7. Press **Ctrl+Shift+D** to open the ```Run and Debug``` menu. Press ```F5``` or click on the play button. Also, [sideload the app to Teams Channel](#sideload-the-app-to-teams-channel)
-8. You can now [interact with the app](#interact-with-the-app).
+8. You can now [run the sample app](#run-the-sample-app).
 
 >[!Note]
 > Check the status of all your local(Debug/F5 flow) bots on [Microsoft Bot Framework](https://dev.botframework.com/bots).
@@ -92,7 +92,7 @@ This sample implements a chatbot that answers queries based on a custom database
 
 > If you do not have permission to upload custom apps (sideloading), Teams Toolkit will recommend creating and using a Microsoft 365 Developer Program account - a free program to get your own dev environment sandbox that includes Teams.
 
-## Interact with the app
+## Run the sample app
 1. The bot sends a welcome message.
  ![welcome-message](images/welcome.png)
 2. User chats with the bot.
@@ -132,4 +132,8 @@ Instead of the ```Debug``` or ```F5``` flow, you can deploy the app on Azure:
 >[!Note]
 > Check the status of your dev(hosted on Azure) bots on [Azure Portal](https://portal.azure.com/#home) by navigating to the relevant resource group.
 > Check the status of all your Teams apps on [Teams Developer Portal](https://dev.teams.microsoft.com/apps).
-> Teams toolkit will also generate an app registration along with a password which can be seen under **App Registrations** on the Azure portal.
+> Teams toolkit will also generate an app registration along with a password which can be seen under **App Registrations** on the Azure portal.
+
+## Further Reading
+- [Azure OpenAI On Your Data](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/use-your-data?tabs=ai-search%2Ccopilot)
+- [Azure AI search](https://learn.microsoft.com/en-us/azure/search/search-what-is-azure-search)