How To Customize Bash Prompt in Jupyter Notebooks

Hi All, Does anyone know how we can customize the bash prompt in Jupyter Notebooks?

On linux you can set export PS1="\u @\w:" on bash and this will display your username and the work directory path, but I am not sure if setting is configurable on Jupyter to display user and work directory once you launch a terminal.

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Thanks for your help.