Demos and visualizations aren't just eye candy – they're an essential part of explaining and exploring AI technologies, especially during development. A good visualisation lets you understand your model's behaviour and catch obvious problems early. Our demos include visualisations for spaCy's depency trees, entity recognition and similarity models, along with a word-sense explorer trained on Reddit comments.