Whatlies is a toolkit designed to help visualize and understand word embeddings and their operations. It provides simple tools to create interactive visualizations of embedding spaces and supports multiple language model backends including spaCy, fasttext, TensorFlow Hub, Hugging Face, and bpemb. The library also offers lightweight scikit-learn featurizer integration for these backends, making it useful for exploring and debugging embedding-based systems.