Rag System, Large Language Models, Document Management.
multiple topics. Conventional segmentation techniques, ranging from simple rule-based methods to advanced machine learning algorithms, struggle to identify precise points of topic transitions. These methods often miss subtle transitions or falsely identify them, leading to fragmented or overlapping