What TurboCell Atlas does

TurboCell Atlas solves one narrow problem: given a dense embedding matrix and a query vector, it returns the top nearest rows by exact cosine similarity.

The current repository is intentionally minimal. It does not try to bundle:

• benchmark pipelines

• downloaded datasets

• notebooks

• approximate-search backends

• one-off analysis scripts

That scope reduction is deliberate. The package is now easier to inspect, easier to install, and cheaper to keep on GitHub.