Add additional documentation

Author: mswantek68

README.md

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 ## Overview
 
-This is a foundational deployment solution for deploying an AI hub and project into an isolated environment (vNet) within Azure. The deployed features follow Microsoft's Well-Architected Framework [WAF](https://learn.microsoft.com/en-us/azure/well-architected/) to establish an isolated infrastructure for AI Foundry, intended to assist in moving from a Proof of Concept state to a production-ready application. 
+<span style="font-size: 3em;">🚀</span> **New: Updated deployment to match Foundry release at Build 2025!**
+This is a foundational deployment solution for deploying an AI Foundry account and project into an isolated environment (vNet) within Azure. The deployed features follow Microsoft's Well-Architected Framework [WAF](https://learn.microsoft.com/en-us/azure/well-architected/) to establish an isolated infrastructure for AI Foundry, intended to assist in moving from a Proof of Concept state to a production-ready application. 
 
 This template leverages Azure Verified Modules (AVM) and the Azure Developer CLI (AZD) to provision a WAF-aligned infrastructure for AI application development. This infrastructure includes AI Foundry elements, a virtual network (VNET), private endpoints, Key Vault, a storage account, and additional, optional WAF-aligned resources (such as AI Search, Cosmos DB and SQL Server) that can be leveraged with Foundry developed projects.