TL;DR Key Takeaways : LangGraph simplifies full-stack Python chatbot development by integrating tools like FastAPI, FastHTML, and LangChain for scalable and responsive AI applications.

With Python, that's more than possible, and here we'll cover how to build the simplest chatbot possible, and give you some advice for upgrading it.