pyproject.toml

[project]
name = "reliable-agentic-rag"
version = "0.1.0"
description = "An RAG agentic system with LLM trustworthy estimates"
readme = "README.md"
requires-python = ">=3.12"
dependencies = [
    "beautifulsoup4>=4.12.3",
    "cleanlab-studio>2.0",
    "click>=8.1.0",
    "datasets>=3.0.1",
    "flagembedding>=1.2.11",
    "langchain-text-splitters>=0.3.0",
    "litellm>=1.51.0",
    "loguru>=0.7.2",
    "nltk>=3.9.1",
    "peft>=0.13.0",
    "pymilvus[model]>=2.4.7",
    "python-dotenv>=1.0.1",
    "ray[data]>=2.37.0",
    "rich>=13.9.4",
    "scipy>=1.14.1",
    "sentence-transformers>=3.1.1",
    "tqdm>=4.66.5",
]

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

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


[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",
]

# Same as Black.
line-length = 88
indent-width = 4

target-version = "py312"

[tool.ruff.lint]
# Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`)  codes by default.
# Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or
# McCabe complexity (`C901`) by default.
select = ["E", "F", "I", "D", "DOC", "RUF"]
ignore = ["D212"]

# Allow fix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []

# Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"

[tool.ruff.format]
# Like Black, use double quotes for strings.
quote-style = "double"

# Like Black, indent with spaces, rather than tabs.
indent-style = "space"

# Like Black, respect magic trailing commas.
skip-magic-trailing-comma = false

# Like Black, automatically detect the appropriate line ending.
line-ending = "auto"

# Enable auto-formatting of code examples in docstrings. Markdown,
# reStructuredText code/literal blocks and doctests are all supported.
docstring-code-format = true

# Set the line length limit used when formatting code snippets in
# docstrings.
docstring-code-line-length = "dynamic"