Abstract: 【Purpose/significance】With the wide application of data resources, intelligent services gradually play an important role in graduate education and talent training in colleges and universities. Using data resources to develop graduate student swarm intelli⁃gence services is helpful to improve graduate education and service level.【Method/process】This paper mainly discusses the service mode of university graduate students under data resources. First of all, from the Angle of literature retrieval, this paper discusses the data resources of the status quo, explore the mechanism of data resources, this paper proposes a college graduate groups based on the data resources of intelligence service plan: to build digital library academic space and digital platform, using an array of resources technology improve the graduate student academic and educational services.【Result/conclusion】Through the construction of intelli⁃gent service scheme, this paper puts forward the shortcomings and the direction of efforts of the current intelligent group service
scheme for graduate students, and it is urgent to improve the service level.【Innovation/limitation】This paper proposes a smart service scheme based on graduate students' academic literacy training, which provides a development direction for graduate students who pay more attention to academic research rather than teaching courses. However, in view of the academic function of the library itself, it needs to continue to strengthen the quality of graduate students.