# nomic-ai/nomic

Nomic Developer API SDK

Repository: https://github.com/nomic-ai/nomic
Canonical: https://ross.abutalabs.com/products/nomic
Homepage: https://atlas.nomic.ai
Language: Python
License Family: other
Topics: python, clustering, duplicate-detection, embeddings, text, topic-modeling, unstructured-data
Last push: 2025-11-11T05:18:31+00:00

## Health v2 (maintenance only)
Score: 63/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 51, release rhythm 56, longevity 100
- inputs: {"age_days": 1504, "days_push": 295, "days_rel": 295, "gap_med": 4.5, "n_releases_24m": 17}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1878, forks 196 (observed 2026-08-28T04:05:47.950744+00:00)

## What it is
The official Python client for Nomic Atlas, a platform for exploring, labeling, searching, and sharing massive unstructured datasets (text, image, audio, video) in the browser. It lets you generate, store, and retrieve embeddings and build interactive dataset maps from Python.

## Use cases
- generate and store embeddings for unstructured text or image data
- visualize and explore millions of data points in an interactive map
- find duplicate or near-duplicate items in a large dataset
- build topic models over a corpus of documents
- run semantic search over my own dataset
- label and curate datasets collaboratively in the browser
- share dataset insights with teammates via a web link

## When to choose
- you need to explore, cluster, or curate large unstructured datasets visually
- you want hosted embedding generation and semantic search without managing infrastructure
- you need shareable interactive dataset maps for text, image, audio, or video data

## When to avoid
- you need fully offline or self-hosted embedding and dataset tooling
- you only need a local embedding model without a hosted platform
- your data cannot be uploaded to a third-party cloud service

## Facets
- artifact type: library
- maturity: active
- function: machine-learning, search-engine, data-visualization, sdk, nlp
- domain: machine-learning, data-science, data-visualization, developer-tools
- platform: python
- tags: embeddings, topic-modeling, clustering, unstructured-data, dataset-exploration, duplicate-detection, atlas, natural-language-processing

## Member repositories
- nomic-ai/nomic (main) score 63

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:47.950744+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:14:39.897838+00:00, confidence not recorded.
  - readme: https://github.com/nomic-ai/nomic (fetched 2026-08-28T04:05:47.950744+00:00, sha 3debb32d4e58)
  - homepage: https://atlas.nomic.ai (fetched 2026-08-29T10:53:28.333689+00:00, sha 2d08bafff6f8)
  - registry_pypi: https://pypi.org/pypi/nomic/json (fetched 2026-08-29T10:53:28.342596+00:00, sha 0a94d7b21cc9)
- Data as of 2026-08-30T08:39:29.467469+00:00.