SciPhi-AI/agent-search ? reverse-engineered prompt

Build me a simple Python search agent app using AgentSearch that can take a user query, search the web or the local AgentSearch index, and then give a clean summary plus a few related follow up queries. I want it to feel like a helpful research assistant, not just a raw search box.

Please include a small example script or minimal interface that shows how to set the API key, run a search, and call the RAG flow end to end. It should support using different search providers and different LLMs, and it should be easy to swap in a local search setup if I want to test that.

Make the output easy to read, with the search results and final answer clearly separated. If anything depends on current provider docs or setup details, look them up online if needed and keep the code working with the latest best practices.