generated: '2026-07-20'
method: searched
source: https://github.com/Proscia/proscia-ai-tools
packages:
- language: python
  registry: github
  name: proscia-ai-tools
  url: https://github.com/Proscia/proscia-ai-tools
  install: pip install git+https://github.com/Proscia/proscia-ai-tools.git
  official: true
  license: MIT
  description: >-
    First-party Python client and toolkit (Proscia AI Team, ai_team@proscia.com) for the
    Concentriq Embeddings foundation-model API and the Concentriq LS platform. Includes a
    ConcentriqEmbeddings client, a ConcentriqLS client, annotation helpers, and Jupyter
    notebook tutorials for embeddings, regions of interest, clustering, segmentation, and
    zero-shot classification. Not published to PyPI as of this pass (installed from source).
  notes: Verified not present on PyPI (pypi.org/project/proscia-ai-tools returns 404); distributed via GitHub source.