uqlm/pyproject.toml at main · cvs-health/uqlm · GitHub

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[project]
name = "uqlm"
version = "0.5.7"
description = "UQLM (Uncertainty Quantification for Language Models) is a Python package for UQ-based LLM hallucination detection."
readme = "assets/README_PYPI.md"
license = "Apache-2.0"
requires-python = ">=3.10, <4.0"
authors = [
    { name = "Dylan Bouchard", email = "dylan.bouchard@cvshealth.com" },
    { name = "Mohit Singh Chauhan", email = "mohitsingh.chauhan@cvshealth.com" },
]
maintainers = [
    { name = "Dylan Bouchard", email = "dbouchard92@gmail.com" },
    { name = "Mohit Singh Chauhan", email = "mohitcek@gmail.com" },
    { name = "David Skarbrevik", email = "skarbrevik@gmail.com" },
    { name = "Ho-Kyeong Ra", email = "doyajii1@gmail.com" },
    { name = "Viren Bajaj", email = "virenbajaj4@gmail.com" },
    { name = "Zeya Ahmad", email = "zeyahmd@gmail.com" },
]
keywords = ["LLM", "large language model", "LLM evaluation", "hallucination", "uncertainty quantification"]
classifiers = [
    "Programming Language :: Python :: 3 :: Only",
    "Operating System :: OS Independent",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Software Development :: Libraries :: Python Modules",
]
dependencies = [
    "langchain>=0.3.7",
    "langchain-model-profiles>=0.0.3",
    "transformers>=4.45.2,<5.0.0",
    "scikit-learn>=1.5.2,<2.0.0; python_version < '3.13'",
    "scikit-learn>=1.7.0,<2.0.0; python_version >= '3.13'",
    "numpy>=1.26.4,<2.0.0; python_version < '3.13'",
    "numpy>=2.3.1; python_version >= '3.13'",
    "scipy>=1.15.0,<2.0.0; python_version >= '3.13'",
    "matplotlib>=3.10.0,<4.0.0",
    "optuna>=4.0.0,<5.0.0",
    "bert-score>=0.3.0,<0.4.0",
    "pandas>=2.3.0,<3.0.0",
    "sentence-transformers>=3.4,<6.0",
    "datasets>=3.3.2,<5.0.0",
    "rich>=13.8.0,<15.0.0",
    "ipywidgets>=8.1.7,<9.0.0",
]

[project.urls]
repository = "https://github.com/cvs-health/uqlm"
homepage = "https://github.com/cvs-health/uqlm"
documentation = "https://cvs-health.github.io/uqlm/latest/index.html"

[dependency-groups]
dev = [
    "python-dotenv>=1.2.0,<2.0.0",
    "ruff==0.9.7",
    "pre-commit>=4.1.0,<5.0.0",
    "ipykernel>=6.29.5,<7.0.0",
    "langchain-openai>=0.2.6",
    "langchain-google-vertexai>=2.0.8",
]
docs = [
    "sphinx==7.4.7",
    "pydata_sphinx_theme==0.16.1",
    "sphinxcontrib-bibtex==2.6.3",
    "sphinx-autodoc-typehints==2.3.0",
    "sphinx-gallery==0.20.0",
    "sphinx-favicon==1.0.1",
    "nbsphinx==0.9.8",
]
test = [
    "ipykernel>=6.29.5,<7.0.0",
    "langchain-openai>=0.2.6",
    "pytest>=8.3.5,<9.0.0",
    "langchain-google-vertexai>=2.0.8",
    "pytest-asyncio>=0.25.3,<1.4.0",
    "pytest-cov>=6,<8",
    "pytest-rerunfailures>=16.0,<17.0",
]

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.hatch.build.targets.wheel]
packages = ["uqlm"]

[tool.pytest.ini_options]
testpaths = ["tests"]
reruns = 3
reruns_delay = 2.0
markers = [
    "asyncio"
]

[tool.ruff]
# Exclude a variety of commonly ignored directories.
exclude = [
    ".bzr",
    ".direnv",
    ".eggs",
    ".git",
    ".git-rewrite",
    ".hg",
    ".ipynb_checkpoints",
    ".mypy_cache",
    ".nox",
    ".pants.d",
    ".pyenv",
    ".pytest_cache",
    ".pytype",
    ".ruff_cache",
    ".svn",
    ".tox",
    ".venv",
    ".vscode",
    "__pypackages__",
    "_build",
    "buck-out",
    "build",
    "dist",
    "node_modules",
    "site-packages",
    "venv",
]
# Core settings
line-length = 400

[tool.ruff.lint]
#What rules to enable
select = ["E", "F"]
# E = pycodestyle errors
# F = pyflakes
# I = isort (import sorting)
# B = bugbear (best practices)
# UP = pyupgrade (modernization)
# D = pydocstyle (docstring rules)
# S = bandit (security)

#What rules to ignore
ignore = []


[tool.ruff.format]
quote-style = "double"
indent-style = "space"
skip-magic-trailing-comma = true
line-ending = "lf"
docstring-code-format = true

[tool.ruff.lint.per-file-ignores]
"uqlm/utils/prompts/*.py" = ["ALL"]