Is there a way to instantiate common variables to be accessible from a jupyter notebook server started from within the venv for frappe?

I have been able to use ipython console provided by the command “bench --site some_site console” but I want some variables available in that console in a jupyter server notebook running from the same venv? any suggestion would be welcome. Thanks.