It is not clear when the alleged assault happened.
The Harnett County Sheriff's Office says Langley raped the 21-year-old woman while Smith helped restrain her.
Officers say the children were not hurt. The ages of the children has not been released.
Langley and Smith are in jail each under $250,000 bail.