Police said Yellenki Srinivas (52) and his wife Padma (42) were suffering from some health problems and had taken bank loans to avail of treatment.
However they could not repay the amounts and so took the extreme step, they said.
The bodies were later handed over to family members after post-mortem, police said.
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