update start of README with links to tools

Author: rohit-ganguly

README.md

@@ -1,4 +1,24 @@
-# RAG on PostgreSQL
+# RAG on PostgreSQL (PyCon US 2025 Demo!)
+
+> This repository is used in the Microsoft sponsor session at PyCon US 2025 by Rohit Ganguly and Pamela Fox.
+> If you're interested in seeing the original repository for this, visit Pamela's original one that this is forked from [here](https://github.com/Azure-Samples/rag-postgres-openai-python)!
+
+## Resource links used in the presentation:
+
+### VS Code Extensions
+- [Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python)
+- [GitHub Copilot](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot)
+- [GitHub Copilot for Azure](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azure-github-copilot)
+- [Dev Containers](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers)
+- [The (new!) PostgreSQL Extension (link coming soon!)](#)
+- [AI Toolkit](https://marketplace.visualstudio.com/items?itemName=ms-windows-ai-studio.windows-ai-studio)
+
+### Azure Services & Tools
+- [Azure Developer CLI](https://aka.ms/azd)
+- [Azure Container Apps](https://aka.ms/acadocs)
+- [Azure Database for PostgreSQL](https://aka.ms/postgresdocs)
+- [Azure AI Foundry](https://aka.ms/aifoundrydocs)
+
 
 [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/Azure-Samples/rag-postgres-openai-python)
 [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/azure-samples/rag-postgres-openai-python)