The paper describes the basic connotation of knowledge service, as well as its features, target and the function for supporting knowledge innovation under the knowledge economy environment. It points out that knowledge service in libraries is the inevitable demand for improving the knowledge innovation level, proposes the modes and strategies for realizing knowledge service including developing knowledge-based database and improving comprehensive quality of librarians.