DeepSeek is a groundbreaking innovative approach to constructing knowledge graphs leveraging the power of deep learning. This methodology addresses the inherent challenges of traditional graph building by effectively extracting and representing semanticrelationships from vast pools of data. DeepSeek's design is based on a combination of deep neural