Semantic Embeddings Scatter-plot

We built this 3D word cloud visualizer for a machine translation client to help them debug semantic distance in their vector databases. Words that share contextual meaning clump together in 3D space, allowing engineers to visually spot hallucinations or poor translations in their embedding models.