Refers to women's undergarments and sleepwear, often with a connotation of elegance or fashion. Used in the same way as the English loanword.
from French
彼女はデパートでランジェリーを買った。
She bought lingerie at the department store.
She put on a new set of lingerie.
I picked out some lingerie as a gift.