Short for "bohemian girl," a clothing style or a person with that style that is usually unconventional and artsy. Comes from the French word "bohemian" which means wanderer, traveler or gypsy.
"Those are sort of boho girl bracelets, I like them."
"Thanks, I got them in Bali."