This paper proposes the semantic search framework in digital library to meet the needs of resource integration and discovery. On the basis, the author introduces the process of semantic description, organization, and search, as well as the function of each module. Furthermore, an experiment system is constructed to verify the function of the framework. The results show that the system meets the functional requirements, and the semantic search framework of digital library is scientific and efficient.