A knowledge graph is a structured representation of information that connects entities and their relationships in a graph format, enabling machines to understand and infer new knowledge from existing data. It is widely used in various applications such as search engines, recommendation systems, and natural language processing to enhance data retrieval and interpretation capabilities.