pyproject.toml

[project]
name = "multi-vector-hnsw"
version = "0.1.0"
description = "The Python environment for the Multi-Vector HNSW project"

requires-python = ">=3.10,<4.0"
dependencies = [
    "pre-commit (>=4.2.0,<5.0.0)"
]

[project.optional-dependencies]
dev = [
    "pytest>=8.0.1",
    "pytest-cov>=6.0.0",
    "pytest-mock>=3.14.0",
    "pytest-asyncio (>=0.26.0,<0.27.0)",
    "mypy>=1.11.1",
    "ruff>=0.9.3",
    "pandas (>=2.2.3,<3.0.0)",
    "numpy (>=2.2.5,<3.0.0)",
    "seaborn (>=0.13.2,<0.14.0)",
    "jupyter (>=1.1.1,<2.0.0)",
    "kaggle (>=1.7.4.5,<2.0.0.0)",
    "huggingface-hub[hf-xet]>=0.31.2,<0.32.0",
    "polars (>=1.29.0,<2.0.0)",
    "scikit-learn (>=1.6.1,<2.0.0)",
    "icecream (>=2.1.4,<3.0.0)",
    "datasets (>=3.6.0,<4.0.0)",
    "python-dotenv (>=1.1.0,<2.0.0)"
]