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[build-system]
requires = ["setuptools>=57.0.0", "wheel"]
build-backend = "setuptools.build_meta"
# Project settings -----------------------------------------------------------------------------------------------------
[project]
name = "muzlin"
dynamic = ["version"]
description = "Muzlin: a filtering toolset for semantic machine learning"
readme = "README.rst"
requires-python = ">=3.8"
license = {file = "LICENSE"}
keywords = ["RAG", "outlier-detection", "filtering", "retrieval", "semantic", "ML", "LLM", "NLP"]
authors = [
{ name = "Daniel Kulik" },
]
maintainers = [
{ name = "Daniel Kulik" },
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Customer Service",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Intended Audience :: Telecommunications Industry",
"License :: OSI Approved :: MIT License",
"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",
"Topic :: Software Development",
"Topic :: Software Development :: Embedded Systems",
"Topic :: Communications :: Chat",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Text Processing",
"Topic :: Text Processing :: Filters",
"Topic :: Text Processing :: Indexing",
"Operating System :: POSIX :: Linux",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
]
# Required dependencies ------------------------------------------------------------------------------------------------
dependencies = [
"apipkg",
"colorlog",
"joblib>=0.14.1",
"numpy<=1.26.4",
"pydantic>=2.0",
"pyod>=1.0.0",
"pythresh>=0.3.0",
"scikit-learn>=0.20.0",
"scipy>=1.3.1",
"umap-learn",
]
# Optional dependencies ------------------------------------------------------------------------------------------------
[project.optional-dependencies]
dev = [
"pytest",
"pytest-cov",
"pytest-mock",
"pytest-xdist",
"pytest-asyncio",
"requests-mock",
"flake8",
"mypy",
"typed-ast",
"pydocstringformatter",
"ruff",
"autopep8",
"isort",
"openai>=1.10.0,<2.0.0",
"cohere>=5.00,<6.00",
"voyageai",
"mistralai<1.0.0",
"boto3",
"botocore",
"fastembed",
"google-cloud-aiplatform",
"mlflow",
"huggingface-hub",
"torch",
"transformers",
"tokenizers",
"llama-index-embeddings-huggingface",
"llama-index",
"faiss-cpu",
"langchain-community",
"sentence-transformers",
"networkx",
"pygod",
"torch_geometric",
"torch_scatter",
"torch_sparse",
"torch_cluster",
"torch_spline_conv",
]
graph = [
"networkx",
"pygod",
"torch",
"torch_geometric",
"torch_scatter",
"torch_sparse",
"torch_cluster",
"torch_spline_conv",
]
notebook = [
"mlflow",
"pandas",
"faiss-cpu",
"langchain-community",
"sentence-transformers",
"matplotlib",
"plotly",
"datasets",
"huggingface-hub",
"torch",
"transformers",
"tokenizers",
"pygod",
"torch_geometric",
]
[project.urls]
Homepage = "https://github.com/KulikDM/muzlin"
Repository = "https://github.com/KulikDM/muzlin"
# Tools settings -------------------------------------------------------------------------------------------------------
[tool.setuptools] # configuration specific to the `setuptools` build backend.
packages = { find = { where = ["."], include = ["muzlin", "muzlin.*"] } }
[tool.setuptools.dynamic]
version = { attr = "muzlin.__version__" }
[tool.pydocstringformatter]
style = ["pep257", "numpydoc"]
[tool.autopep8]
in-place = true
[tool.isort]
line_length = 180
multi_line_output = 3
[tool.ruff]
fix = true
line-length = 180
[tool.ruff.lint]
extend-ignore = ["F841"]