Embedding Atlas is an interactive tool designed for visualizing large embeddings, offering features like automatic clustering, real-time search, and multi-coordinated views for metadata exploration. It supports both command line and Python Notebook integrations, as well as a frontend application for embedding into other projects. The tool is optimized for performance using WebGPU and includes components available in npm packages for various frameworks.