This is a script that implements a GUI using the great Rofi
Just hit
papis rofi
and press Alt+h for help.
You can use it also as a picker, i.e.
papis -s picktool rofi open
There is a version in PyPi
pip3 install papis-rofi
or
sudo pip3 install papis-rofi