The incident took place last night when the accused attempted to rape the victims, aged 15 and 12 respectively, they said.
When the girls resisted his rape bid, he stabbed the younger one and threw her body in a well.
Later, the accused raped the elder victim and stabbed her, and fled from the spot, they said.
However, the victim was rushed to hospital from where he has been referred to Kanpur for treatment.