The invention discloses an adult learner-oriented AIGC application capability personalized training agent and an implementation method thereof, an integrated architecture of an exclusive education
knowledge base, a double-agent collaborative engine and a self-adaptive interaction engine is constructed based on a deduction platform OpenAPI, and a six-layer technical architecture is adopted: an infrastructure layer, a data layer, a
service layer, an agent layer, an integration layer and an
application layer. The method comprises the following steps: deploying double agents of a basic course (theoretical teaching) and a skill course (practical
training evaluation), realizing accurate question and answer through a BERT-base vector
library and'keyword +
semantic similarity 'mixed retrieval, forming a learning
closed loop in combination with a class test and a Web search plug-in, and generating a multi-device adaptive interface based on Vue3.0. According to the method, the
knowledge retrieval response is smaller than or equal to 1.2 s, the
semantic similarity is larger than or equal to 0.85, the learning efficiency is improved by 50% or above, the method has the public welfare attribute, and the economic and technical threshold of adult AIGC learning is broken through.