DeepSeek is a groundbreaking novel approach to constructing knowledge graphs leveraging the power of deep learning. This technique addresses the inherent challenges of traditional KG construction by effectively extracting and representing entities from vast datasets. DeepSeek's architecture is based on a combination of convolutional networks, enabl