Rupa last night gave poison to her daughter Mahi (8) and six-month-old son Anmol in Bilandpur village, they said, she later hanged herself.
Financial crisis was initially stated to be the reason behind the incident, police said, adding a probe is on.
The bodies have been sent for postmortem.