Tanu (14) and Himanshu (8) went to take 'prasad' on the last day of 'Bhagwat Katha' to the temple on Friday and did not return home since then, they said.
Family members have alleged that the children have been kidnapped, they said.
A case has been registered in this regard, police said adding that investigation is underway.