The paper introduces the connotation of knowledge service, expounds the framework and service path of knowledge service in medical library, and puts forward the guarantee measures of knowledge service, including setting up the post of data librarian, mining multidimensional data and improving the accuracy of user portrait, and establishing and perfecting the index system of influencing factors of knowledge service.