AutoGluon is an open-source automated machine learning library that enables developers to build and deploy AI and ML models without extensive machine learning expertise. It provides a range of features, including pre-built models, automated model training, and model deployment. With AutoGluon, developers can build applications that can understand and interact with visual and text-based content.