nomic-ai/nomic

Provides Python bindings for Nomic Atlas, enabling programmatic management of massive unstructured datasets (text, images, audio, video) through embedding storage, semantic vector search, and automatic topic modeling. The platform handles datasets from hundreds to tens of millions of points, with dimensionality reduction for browser-based visualization and interactive exploration. Includes features for dataset deduplication, semantic tagging, and shareable map generation alongside REST API access to both latent and 2D projected embeddings.

1,872 stars. Used by 1 other package. Available on PyPI.