Pipcook is a machine learning application framework designed to make ML accessible to JavaScript engineers. It provides a pipeline-based architecture for building, training, and deploying ML models in web environments. The platform integrates with TensorFlow.js and other ML tools to enable ML workflows directly within JavaScript applications without requiring traditional ML prerequisites.