Interactive Data Visualization Mapping

via “atlas interactive 2d projection and visualization of embeddings”

Open-source embedding models with full transparency.

Unique: Implements a client-server architecture where 2D projections are computed server-side and served as interactive web visualizations with real-time filtering and semantic search, rather than static image exports. Maintains bidirectional mapping between high-dimensional embeddings and 2D coordinates for dynamic interaction.

vs others: Provides interactive exploration with semantic search directly on visualizations, whereas alternatives like Tensorboard or Plotly require manual filtering and don't support semantic queries on the 2D space.