Etymology: originates from the song "NoMEE" by TOB. Due to poor education, most people writing out the phrase have assumed that the spelling is "know me" instead of "NoMEE" as original to the song found on Youtube.
"Look at my new hair gurrll, just bought it at the beauty shop down the street. This shit look good right? Know the girl!"