The wide application of emerging technologies such as big data and artificial intelligence has brought unprecedented vitality to educational forms. Smart education and smart learning have become the inevitable trend of educational reform and development in the information age. On the basis of smart learning smart Chinese learning conducts preliminary exploration and focus on the level of "Chinese". This article analyzes and discusses the relevant theories of smart Chinese learning, explores the practical innovation of smart Chinese learning based on the in-depth expounding of cutting-edge theories, and explores the use of smart learning environments and platforms to guide Chinese learners to discover and develop their own wisdom. Cultivate self-wisdom and promote a new path for the development of Chinese learners' personality and collective wisdom. In turn, it will create a free, harmonious, open, and scientific ecosystem for international Chinese education, and coordinately promote the innovative development of smart Chinese learning.