Consider making the kernel polyglot.

Choose a default language (Python or Groovy) and let the user choose languages per cell.

That would require some refactoring on the kernel side but nothing too complicated.

Before starting the implementation, we need an UI on the Jupyter client side to let the user easily choose what language he wants. Such a feature are not ready yet but definitively coming soon in Jupyter Lab.