Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
Overview
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
Features
- π·οΈ Automatic data clustering & labeling: Interactively visualize and navigate overall data structure
- 𫧠Kernel density estimation & density contours: Easily explore and distinguish between dense regions of data and outliers
- π§ Order-independent transparency: Ensure clear, accurate rendering of overlapping points
- π Real-time search & nearest neighbors: Find similar data to a given query or existing data point
- π WebGPU implementation (with WebGL 2 fallback): Fast, smooth performance (up to few million points) with modern rendering stack
- π Multi-coordinated views for metadata exploration: Interactively link and filter data across metadata columns