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[project]

name = "semantic-kernel"

description = "Semantic Kernel Python SDK"

authors = [{ name = "Microsoft", email = "SK-Support@microsoft.com"}]

readme = "pip/README.md"

# Version read from __version__ field in __init__.py by Flit

dynamic = ["version"]

requires-python = ">=3.10,<3.13"

license = {file = "LICENSE"}

urls.homepage = "https://learn.microsoft.com/en-us/semantic-kernel/overview/"

urls.source = "https://github.com/microsoft/semantic-kernel/tree/main/python"

urls.release_notes = "https://github.com/microsoft/semantic-kernel/releases?q=tag%3Apython-1&expanded=true"

urls.issues = "https://github.com/microsoft/semantic-kernel/issues"

classifiers = [

"License :: OSI Approved :: MIT License",

"Development Status :: 5 - Production/Stable",

"Intended Audience :: Developers",

"Programming Language :: Python :: 3",

"Programming Language :: Python :: 3.10",

"Programming Language :: Python :: 3.11",

"Programming Language :: Python :: 3.12",

"Framework :: Pydantic :: 2",

"Typing :: Typed",

]

dependencies = [

"aiohttp ~= 3.8",

"pydantic ~= 2.0",

"pydantic-settings ~= 2.0",

"defusedxml ~= 0.7",

# embeddings

"numpy >= 1.25.0; python_version < '3.12'",

"numpy >= 1.26.0; python_version >= '3.12'",

# openai connector

"openai ~= 1.0",

# openapi and swagger

"openapi_core >= 0.18,<0.20",

# OpenTelemetry

"opentelemetry-api ~= 1.24",

"opentelemetry-sdk ~= 1.24",

"prance ~= 23.6.21.0",

# templating

"pybars4 ~= 0.9",

"jinja2 ~= 3.1",

"nest-asyncio ~= 1.6"

]

### Optional dependencies

[project.optional-dependencies]

azure = [

"azure-ai-inference >= 1.0.0b3",

"azure-search-documents >= 11.6.0b4",

"azure-identity ~= 1.13",

"azure-cosmos ~= 4.7"

]

chroma = [

"chromadb >= 0.4,<0.6"

]

google = [

"google-cloud-aiplatform ~= 1.60",

"google-generativeai ~= 0.7"

]

hugging_face = [

"transformers[torch] ~= 4.28",

"sentence-transformers >= 2.2,< 4.0",

"torch == 2.2.2"

]

mongo = [

"motor >= 3.3.2,< 3.7.0"

]

notebooks = [

"ipykernel ~= 6.29"

]

milvus = [

"pymilvus >= 2.3,<2.4",

"milvus >= 2.3,<2.3.8; platform_system != 'Windows'"

]

mistralai = [

"mistralai >= 0.4,< 2.0"

]

ollama = [

"ollama ~= 0.2"

]

anthropic = [

"anthropic ~= 0.32"

]

pinecone = [

"pinecone-client ~= 5.0"

]

postgres = [

"psycopg[binary,pool] ~= 3.2"

]

qdrant = [

"qdrant-client ~= 1.9"

]

redis = [

"redis[hiredis] ~= 5.0",

"types-redis ~= 4.6.0.20240425"

]

usearch = [

"usearch ~= 2.9",

"pyarrow >= 12.0,<18.0"

]

weaviate = [

"weaviate-client >= 3.18,<5.0"

]

pandas = [

"pandas ~= 2.2"

]

[tool.uv]

prerelease = "if-necessary-or-explicit"

dev-dependencies = [

"pre-commit ~= 3.7",

"ipykernel ~= 6.29",

"nbconvert ~= 7.16",

"pytest ~= 8.2",

"pytest-xdist[psutil] ~= 3.6",

"pytest-cov >= 5.0",

"pytest-asyncio ~= 0.23",

"snoop ~= 0.4",

"mypy >= 1.10",

"types-PyYAML ~= 6.0.12.20240311",

"ruff ~= 0.5"

]

environments = [

"sys_platform == 'darwin'",

"sys_platform == 'linux'",

"sys_platform == 'win32'"

]

[tool.pytest.ini_options]

addopts = "-ra -q -r fEX"

[tool.ruff]

line-length = 120

target-version = "py310"

include = ["*.py", "*.pyi", "**/pyproject.toml", "*.ipynb"]

preview = true

[tool.ruff.lint]

fixable = ["ALL"]

unfixable = []

select = [

"D", #pydocstyle checks

"E", #error checks

"F", #pyflakes checks

"I", #isort

"CPY", #copyright

"ISC", #implicit string concat

"INP", #implicit namespace package

"RSE", #raise exception parantheses check

"RET", #flake8-return check

"SIM", #flake8-simplify check

"TD", #todos

"FIX", #fixme checks

"ERA", #remove connected out code

"RUF" #RUF specific rules

]

ignore = [

"D100", #allow missing docstring in public module

"D104", #allow missing docstring in public package

"TD003", #allow missing link to todo issue

"FIX002" #allow todo

]

[tool.ruff.format]

docstring-code-format = true

[tool.ruff.lint.pydocstyle]

convention = "google"

[tool.ruff.lint.per-file-ignores]

# Ignore all directories named `tests` and `samples`.

"tests/**" = ["D", "INP", "TD", "ERA001", "RUF"]

"samples/**" = ["D", "INP", "ERA001", "RUF"]

# Ignore all files that end in `_test.py`.

"*_test.py" = ["D"]

"*.ipynb" = ["CPY", "E501"]

[tool.ruff.lint.flake8-copyright]

notice-rgx = "^# Copyright \\(c\\) Microsoft\\. All rights reserved\\."

min-file-size = 1

[tool.bandit]

targets = ["semantic_kernel"]

exclude_dirs = ["tests"]

[tool.flit.module]

name = "semantic_kernel"

[build-system]

requires = ["flit-core >= 3.9,<4.0"]

build-backend = "flit_core.buildapi"