The woman who did not have a passport approached the police this morning seeking help, police said.
She could not speak Hindi well and police suspect that she is a victim of human trafficking. Preliminary questioning revealed that she had been living with some men here and had faced sexual abuse.
Police would be also contacting the Bangladesh embassy.