I am a college student working on a project to create a Python playground website where users can write and run Python code. I am using the Ace code editor for the frontend, and I believe I need to use IPython in the backend to provide a Python environment for users to execute their code.

However, I am unsure about how to proceed with integrating IPython into my website. Specifically, I need guidance on how to communicate with the IPython kernel and frontend. Additionally, I would like to set up isolated environments for each user using Docker, but I'm not sure how to implement this.

Also, I think the Jupyter client can be an easy way to communicate with Kernal.