Knowledge graphs utilize advanced semantic technologies to standardize the representation, extraction, integration, and reasoning of vast medical knowledge, enabling powerful visualization and reasoning support functions. This article introduces the concept, development, and characteristics of knowledge graphs, and reviews its application in health management of diabetic patients, aiming to provide a reference for the health management of diabetic patients.