oxirs-vec 0.1.0

Vector index abstractions for semantic similarity and AI-augmented querying
Documentation 
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[build-system]
requires = ["maturin>=1.0,<2.0"]
build-backend = "maturin"

[project]
name = "oxirs-vec"
description = "High-performance vector search engine with SPARQL integration"
readme = "README_PYTHON.md"
license = {text = "MIT OR Apache-2.0"}
requires-python = ">=3.8"
authors = [
    {name = "OxiRS Team"},
]
keywords = [
    "vector-search",
    "similarity-search",
    "semantic-search",
    "sparql",
    "knowledge-graph",
    "machine-learning",
    "rust",
    "embeddings",
]
classifiers = [
    "Development Status :: 4 - Beta",
    "Intended Audience :: Developers",
    "Intended Audience :: Science/Research",
    "License :: OSI Approved :: MIT License",
    "License :: OSI Approved :: Apache Software License",
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.8",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Rust",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Software Development :: Libraries :: Python Modules",
    "Topic :: Database",
]
dependencies = [
    "numpy>=1.20.0",
]

[project.optional-dependencies]
dev = [
    "pytest>=6.0",
    "pytest-benchmark",
    "black",
    "isort",
    "mypy",
    "ruff",
]
ml = [
    "scikit-learn>=1.0.0",
    "pandas>=1.3.0",
    "matplotlib>=3.3.0",
    "seaborn>=0.11.0",
]
all = [
    "oxirs-vec[dev,ml]",
]

[project.urls]
Homepage = "https://github.com/cool-japan/oxirs"
Repository = "https://github.com/cool-japan/oxirs"
Documentation = "https://docs.oxirs.dev"
Issues = "https://github.com/cool-japan/oxirs/issues"

[tool.maturin]
features = ["pyo3/extension-module", "python"]
python-source = "python"
module-name = "oxirs_vec"

[tool.black]
line-length = 88
target-version = ["py38", "py39", "py310", "py311", "py312"]

[tool.isort]
profile = "black"
multi_line_output = 3

[tool.mypy]
python_version = "3.8"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = true

[tool.ruff]
line-length = 88
target-version = "py38"
select = [
    "E",  # pycodestyle errors
    "W",  # pycodestyle warnings
    "F",  # pyflakes
    "I",  # isort
    "B",  # flake8-bugbear
    "C4", # flake8-comprehensions
    "UP", # pyupgrade
]
ignore = [
    "E501",  # line too long, handled by black
    "B008",  # do not perform function calls in argument defaults
    "C901",  # too complex
]

[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py", "*_test.py"]
addopts = "-v --tb=short"