PyTorch is primarily a deep learning framework rather than a web development tool, but it can be integrated into web applications to implement machine learning models. It allows developers to build and train neural networks easily, and with tools like Flask or Django, PyTorch models can be deployed in web environments for applications such as image classification and natural language processing.