DeepSeek is a groundbreaking innovative approach to constructing knowledge graphs leveraging the power of deep learning. This methodology addresses the inherent challenges of traditional KG construction by seamlessly extracting and representing semanticconnections from vast datasets. DeepSeek's structure is based on a combination of transformer mod