🚀 Template Request: Cloudflare AutoRag AI Chat Application

### Describe the stack

Cloudflare recently released AutoRAG, which allows you to create fully-managed, retrieval-augmented generation (RAG) pipelines that continuously update and scale within Cloudflare’s ecosystem. This unlocks new possibilities for building context-aware AI applications without needing to manage infrastructure.

It would be extremely helpful for users if the Cloudflare Template repository included a fully working example of how to integrate and configure Cloudflare AutoRAG. This would demonstrate best practices and provide a starting point for those who want to incorporate retrieval-augmented generation into their own applications.

By including a functional sample, developers can quickly adapt the code to their own use cases—like customer support bots, knowledge-base search tools, or internal documentation Q&A.

Thank you for considering this feature request! If you have any questions or need clarifications, I’m happy to discuss further.