“In the field of traditional Chinese medicine, significant progress has been made in the research of predictive models based on knowledge graphs, revealing research hotspots and development trends through visual analysis. Experts use CiteSpace and VOSviewer software to conduct in-depth research on literature, providing references for future research directions. Research shows that the application of artificial intelligence technology in traditional Chinese medicine research will become a cutting-edge field, promoting interdisciplinary integration and leading a new wave of research enthusiasm.”