Definition
To have absolutely no acquaintance with someone; to have never met them and know nothing about them.
I ran into him on the street yesterday, but I don't know him from Adam.
She asked me for help, but I don't know her from Adam, so I don't know what she wants.
The company's boss changed recently, and I don't know the new one from Adam.