vec-cluster 0.2.0

Inspect and cluster generic vector features for entities

vec-cluster

Inspect and cluster generic vector features for entities. Lightweight CLI built with Typer + Rich.

• Repo: https://github.com/mikewong23571/vec-cluster
• License: MIT
• Python: 3.10+

Install

uv venv
uv sync

Usage

# Help
uv run vec-cluster -h

# Inspect (recommended first)
uv run vec-cluster inspect features.csv

# One-shot auto cluster
uv run vec-cluster auto features.csv

After publishing to PyPI you can run without installing:

uvx vec-cluster inspect features.csv

Commands quick reference

• inspect — data health, distance distribution, HAC threshold suggestions.
• auto — HAC with suggested medium threshold, writes clusters + report.
• hac — hierarchical clustering (requires --k or --threshold).
• kmeans — k-means (requires --k).
• dbscan — DBSCAN (--eps, --min-samples, cluster=-1 => outlier).

Development

uv run ruff format
uv run ruff check
uv run mypy src tests
uv run pytest          # full suite with coverage gate

Design/contract document: docs/design.md.