The bodies of Ajay Kumar (20) and Roshni (18), who were apparently in love, was found this morning, they said.
Prima facie it appeared that they have committed suicide after consuming some poisonous substance as their parents were opposed to their relationship, police said.
The bodies have been sent for postmortem.