Taking Hainan General Hospital as an example, the paper expounds the design idea, technical route, architecture and specific functions of the electronic medical record intelligent retrieval system, points out that the application of the system is helpful to improve the support ability of informatization to clinical scientific research, and lays a solid foundation for the realization of precision medicine and smart medical service system.