Feature Request: Add Example Integrating Cloudflare AutoRAG

Cloudflare recently released [AutoRAG](https://developers.cloudflare.com/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 Agents Starter repository included a fully working example of how to integrate and [configure Cloudflare AutoRAG](https://www.youtube.com/watch?v=JUFdbkiDN2U). This would demonstrate best practices and provide a starting point for those who want to incorporate retrieval-augmented generation into their own applications.

Many developers are eager to get started with RAG but need a clear, working reference that shows how to configure and deploy AutoRAG in an AI-powered application.

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!