Abstract: In recent years, China's libraries have done a lot of work on carrying out extension service, and made some achievements, and also existed some problems. Based on the comprehensive analysis of the connotation of extended service in library, this paper pointed out the existing problems, and built the innovation model of library's extension service under the background of public service, and finally discussed the implementation strategy, to effectively solve the problems and promote the sustainable development.