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[build-system]
build-backend = "hatchling.build"
requires = ["hatchling"]
[dependency-groups]
dev = [
"black[jupyter]>=23.7.0,<=24.3.0",
"codespell[toml]>=v2.2.6",
"ipykernel>=6.29.5,<7",
"mypy==1.11.0",
"openai",
"pandas",
"pre-commit==3.2.0",
"pylint==2.15.10",
"pytest-asyncio>=0.23.7",
"pytest-mock>=3.14.0",
"pytest>=8.2.1",
"ruff==0.0.292",
"types-Deprecated>=0.1.0",
"types-PyYAML>=6.0.12.12,<7",
"types-protobuf>=4.24.0.4,<5",
"types-redis==4.5.5.0",
"types-requests==2.28.11.8",
"types-setuptools==67.1.0.0",
"tomli>=2.2.1",
]
[lint.flake8-annotations]
mypy-init-return = true
[lint.pydocstyle]
convention = "google"
[project]
authors = [{email = "jerry@llamaindex.ai", name = "Jerry Liu"}]
classifiers = [
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Application Frameworks",
"Topic :: Software Development :: Libraries :: Python Modules",
]
dependencies = [
"llama-index-agent-openai>=0.4.0,<0.5",
"llama-index-cli>=0.4.1,<0.5",
"llama-index-core>=0.12.36,<0.13",
"llama-index-embeddings-openai>=0.3.0,<0.4",
"llama-index-indices-managed-llama-cloud>=0.4.0",
"llama-index-llms-openai>=0.3.0,<0.4",
"llama-index-multi-modal-llms-openai>=0.4.0,<0.5",
"llama-index-program-openai>=0.3.0,<0.4",
"llama-index-question-gen-openai>=0.3.0,<0.4",
"llama-index-readers-file>=0.4.0,<0.5",
"llama-index-readers-llama-parse>=0.4.0",
"nltk>3.8.1",
]
description = "Interface between LLMs and your data"
keywords = [
"LLM",
"NLP",
"RAG",
"data",
"devtools",
"index",
"retrieval",
]
license = "MIT"
maintainers = [
{email = "andrei@runllama.ai", name = "Andrei Fajardo"},
{email = "ht@runllama.ai", name = "Haotian Zhang"},
{email = "jerry@llamaindex.ai", name = "Jerry Liu"},
{email = "logan@llamaindex.ai", name = "Logan Markewich"},
{email = "simon@llamaindex.ai", name = "Simon Suo"},
{email = "sourabh@llamaindex.ai", name = "Sourabh Desai"},
]
name = "llama-index"
readme = "README.md"
requires-python = ">=3.9,<4.0"
version = "0.12.37"
[project.scripts]
llamaindex-cli = "llama_index.cli.command_line:main"
[project.urls]
Documentation = "https://docs.llamaindex.ai/en/stable/"
Homepage = "https://llamaindex.ai"
Repository = "https://github.com/run-llama/llama_index"
[tool.codespell]
check-filenames = true
check-hidden = true
ignore-words-list = "astroid,gallary,momento,narl,ot,rouge"
# Feel free to un-skip examples, and experimental, you will just need to
# work through many typos (--write-changes and --interactive will help)
skip = "./llama_index/core/_static,./examples,./experimental,*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb"
[tool.hatch.build.targets.sdist]
include = ["_llama-index/llama_index"]
[tool.hatch.build.targets.wheel]
include = ["_llama-index/llama_index"]
[tool.hatch.build.targets.wheel.sources]
"_llama-index/llama_index" = "llama_index"
[tool.mypy]
disallow_untyped_defs = true
# Remove venv skip when integrated with pre-commit
exclude = ["_static", "build", "examples", "llama_index/ingestion/client", "notebooks", "venv"]
explicit_package_bases = true
ignore_missing_imports = true
mypy_path = "llama_index"
namespace_packages = true
plugins = "pydantic.mypy"
python_version = "3.9"
[tool.ruff]
exclude = [
"_static",
"examples",
"llama_index/ingestion/client",
"notebooks",
]
target-version = "py312"
lint.ignore = [
"COM812", # Too aggressive
"D212", # Using D213
"D417", # Too aggressive
"F541", # Messes with prompts.py
"RUF100", # Allow blanket noqa
"TC002",
"UP", # Remove when we drop Python 3.9
"PT001",
"E501", # Use best judgement for line-length
"E402", # Annoying, use best judgement
"PYI063",
"ANN204", # this is annoying
"D401", # I disagree
"D404",
]
# Feel free to add more here
lint.select = [
"ANN204",
"B009",
"B010",
"B011",
"B013",
"B014",
"C4",
"COM812",
"COM819",
"D201",
"D202",
"D204",
"D207",
"D208",
"D209",
"D211",
"D213",
"D214",
"D215",
"D3",
"D4",
"E",
"EXE004",
"F401",
"F504",
"F541",
"F632",
"FLY",
"G010",
"I002",
"PERF1",
"PIE790",
"PIE794",
"PIE808",
"PIE810",
"PLC0414",
"PLE2510",
"PLE2512",
"PLE2513",
"PLE2514",
"PLE2515",
"PLR1711",
"PT001",
"PT003",
"PT006",
"PT02",
"PTH201",
"PYI",
"Q",
"RET501",
"RET502",
"RET503",
"RET504",
"RSE",
"RUF005",
"RUF010",
"RUF015",
"RUF1",
"SIM101",
"SIM103",
"SIM109",
"SIM118",
"SIM2",
"SIM300",
"SIM9",
"TC005",
"TD006",
"TID",
"TRY201",
"W",
]
lint.unfixable = [
"ERA001",
]
[tool.tomlsort]
all = false
in_place = true
spaces_before_inline_comment = 2 # Match Python PEP 8
spaces_indent_inline_array = 4 # Match Python PEP 8
trailing_comma_inline_array = true
[tool.uv]
default-groups = [
"dev",
]
[[tool.uv.index]]
name = "nvidia-pypi"
url = "https://pypi.nvidia.com"