As a kind of deep knowledge service mode to the user, the library will become a new stage of the development of the library's innovative service. At the same time, the construction of the think tank brings new challenges to the knowledge service ability of the library. By discussing the knowledge service of the library type and the demand for change, the knowledge service is put forward so as to further expand the knowledge organization ability, knowledge service ability and social influence of think tank library.