TensorFlow is an open-source machine learning framework developed by Google, primarily used for building and training neural networks. In web development, it enables developers to integrate machine learning models into web applications, facilitating tasks like image recognition, natural language processing, and predictive analytics, thus enhancing user experiences with intelligent features.