This study, "Mapping Research Themes and Collaborations: Integrating Indian Knowledge System with Modern Scientific Practices," provides an insightful exploration of the dynamic interface between traditional Indian knowledge and contemporary scientific research. In the wake of increasing global recognition of the value of traditional knowledge systems, this work emphasizes the importance of interdisciplinary collaboration and knowledge integration