The invention belongs to the technical field of
artificial intelligence, and discloses a knowledge service management method and device fusing generative AI and enhanced retrieval. Comprising the steps of constructing a
knowledge base for multi-source heterogeneous data fusion, deploying a dynamic task planning engine, executing a whole-process service, establishing an evaluation and feedback
closed loop and the like. Wherein the whole-process service covers AI knowledge
questions and answers, AI enhanced retrieval, AI intelligent research and reading, AI auxiliary creation and
intelligent agent service, and through intention recognition, mixed retrieval, RAG enhancement, cue word
engineering, Deep Research and other technologies, the whole-process run-through from accurate
knowledge acquisition and deep content understanding to generative creation is realized. The problems that in the prior art, knowledge obtaining efficiency is low, literature
processing intellectualization is insufficient, and scientific research processes are split are solved, a credible, controllable, processized and intellectualized closed-loop knowledge
service system is constructed, the efficiency and innovation ability of scientific research work are remarkably improved, and the
system is suitable for various academic research and scientific
research management scenes.