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