Rai told PTI that from the last few days, the woman was making absurd calls to him on his mobile number and making various threats.
The minister said he was disturbed with the calls and has lodged a written complaint with the district and state police.
He claimed that the woman was also calling other ministers and MLAs and disturbing them.
Rai said it could be a part of a conspiracy.