【Purpose/significance】According to the special needs of serving the country, "Manchu Language and Culture" doctoral personnel training project, this paper constructs a semantic association model of Manchu digital resources, which not only provides a convenient channel for the study of Manchu researchers, but also solves the problems of identification and translation of a large number of Manchu documents, thus promoting the training of Manchu talents. It has promoted the rescue and protection of Manchu, the world’s endangered language.【Method/process】This paper takes Manchu semantic digital resources as the research object, aiming at the research of Manchu document translation and using cloud computing technology, designs and constructs Manchu Semantic Digital Resources Association Model based on intelligent terminal,such as Manchusemantic resource architecture, semantic annotation subsystem and information extraction subsystem, and realizes the promotion and application of intelligent terminal APP.【Result/conclusion】The semantic association model of digital resources constructed in this paper helps the intellectualized process of full document translation in various departments. At the same time, the intelligent and convenient application results generated promote the inheritance and development of Manchu culture, and realize the value flow of Manchu research data, which is of great significance for rescuing Manchu cultural resources.