docs polish

Author: dantelmomsft

README.md

@@ -58,9 +58,8 @@ Invoices samples are included in the data folder to make it easy to explore paym
 
 ## Features 
 This project provides the following features and technical patterns:
- - Simple multi-agent supervisor architecture using *gpt-4o-mini* or *gpt-4o* on Azure Open AI.
+ - Simple multi-agent supervisor architecture using **gpt-4o-mini** or **gpt-4o** on Azure Open AI.
  - Exposing your business API as MCP tools for your agents using [spring-ai-mcp](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-overview.html)
- - Chat intent extraction and agent routing.
  - Agents tools configuration and automatic tools invocations with [Langchain4j](https://github.com/langchain4j/langchain4j).
  - Chat based conversation implemented as [React Single Page Application](https://react.fluentui.dev/?path=/docs/concepts-introduction--docs) with support for images upload.Supported images are invoices, receipts, bills jpeg/png files you want your virtual banking assistant to pay on your behalf.
  - Images scanning and data extraction with Azure Document Intelligence using [prebuilt-invoice](https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/concept-invoice?view=doc-intel-4.0.0) model.
@@ -111,7 +110,8 @@ All prerequisites are already installed in the container.  You can skip to the [
   * **Important**: Ensure you can run `pwsh.exe` from a PowerShell command. If this fails, you likely need to upgrade PowerShell.
 
 
->[!WARNING] Your Azure Account must have `Microsoft.Authorization/roleAssignments/write` permissions, such as [User Access Administrator](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#user-access-administrator) or [Owner](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#owner).  
+> [!WARNING]
+> Your Azure Account must have `Microsoft.Authorization/roleAssignments/write` permissions, such as [User Access Administrator](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#user-access-administrator) or [Owner](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#owner).  
 
 ### Starting from scratch