The woman was living in her uncle's place for sometime to look after her pregnant aunt and seemed to have developed a relationship with the accused, Deputy Superintendent of Police Ajit Kumar Vimal said.
She lodged a complained yesterday that she was raped by her uncle's younger brother, he said.
The accused was at large and a manhunt was launched to arrest him.