In revolutionary Shanghai, "Sparrow" follows Chen Shen, a cunning secret agent working under the enigmatic Bi Zhongliang. As he navigates espionage and betrayal, he becomes embroiled in a web of intrigue, risking it all for loyalty and love amidst chaos.