The paper expounds on the specific realization path of cultivating clinical thinking based on Artificial Intelligence (AI), including building teaching data center, constructing questioning database and virtual medical record database, etc., introduces the multi-dimensional analysis and evaluation system based on clinical thinking ability, providing references for improving the clinical thinking ability of medical students.