The 31-year-old from Wellingborough was arrested at an address in Kettering at about 2pm, with a dog unit also in attendance.
A police spokesman said he was arrested on suspicion of rape, stalking, possession of a knife and assault occasioning grievous bodily harm.
He remains in custody this morning.