Yang Luchan marries the Chen style kung fu grand master's daughter in Chen village in 1800s China, so he can learn Chen style kung fu/tai chi. The deputy governor wants the village.
Yang travels to Chen Village to learn a powerful form of Tai Chi. Though villagers are forbidden from teaching outsiders, Yang becomes their best hope for survival when a man arrives with a plan to build a railroad through the village.