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[project]
name = "semantic-kernel"
description = "Semantic Kernel Python SDK"
authors = [{ name = "Microsoft", email = "SK-Support@microsoft.com"}]
readme = "README.md"
# Version read from __version__ field in __init__.py by Flit
dynamic = ["version"]
requires-python = ">=3.10"
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 = [
# azure agents
"azure-ai-projects ~= 1.0.0b12",
"azure-ai-agents >= 1.2.0b3",
"aiohttp ~= 3.8",
"cloudevents ~=1.0",
"pydantic >=2.0,!=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.12",
"pydantic-settings ~= 2.0",
"defusedxml ~= 0.7",
# azure identity
"azure-identity >= 1.13",
# embeddings
"numpy >= 1.25.0; python_version < '3.12'",
"numpy >= 1.26.0; python_version >= '3.12'",
# openai connector
"openai >= 2.0.0",
# openapi and swagger
"openapi_core >= 0.18,<0.20",
"websockets >= 13, < 16",
"aiortc>=1.9.0",
# OpenTelemetry
"opentelemetry-api ~= 1.24",
"opentelemetry-sdk ~= 1.24",
"prance >= 23.6.21,< 25.4.9",
# templating
"pybars4 ~= 0.9",
"jinja2 ~= 3.1",
"nest-asyncio ~= 1.6",
"scipy>=1.15.1",
"websockets >= 13, < 16",
"aiortc>=1.9.0",
# Protobuf
# explicit typing extensions
"typing-extensions>=4.13",
"mcp>=1.26.0",
]
### Optional dependencies
[project.optional-dependencies]
anthropic = [
"anthropic ~= 0.32"
]
autogen = [
"autogen-agentchat >= 0.2, <0.4"
]
aws = [
"boto3>=1.36.4,<1.41.0",
]
azure = [
"azure-ai-inference >= 1.0.0b6",
"azure-core-tracing-opentelemetry >= 1.0.0b11",
"azure-search-documents >= 11.6.0b4",
"azure-cosmos ~= 4.7"
]
chroma = [
"chromadb >= 0.5,< 1.1"
]
copilotstudio = [
"microsoft-agents-copilotstudio-client >= 0.3.1",
"microsoft-agents-activity >= 0.3.1"
]
faiss = [
"faiss-cpu>=1.10.0"
]
google = [
"google-cloud-aiplatform ~= 1.114.0",
"google-genai ~= 1.51.0"
]
hugging_face = [
"transformers[torch] ~= 4.28",
"sentence-transformers >= 2.2,< 6.0",
"torch == 2.8.0"
]
mcp = [
"mcp>=1.8",
]
milvus = [
"pymilvus >= 2.3,< 2.7",
"milvus >= 2.3,<2.3.8; platform_system != 'Windows'"
]
mistralai = [
"mistralai >= 1.2,< 2.0"
]
mongo = [
"pymongo >= 4.8.0, < 4.15",
"motor >= 3.3.2,< 3.8.0"
]
notebooks = [
"ipykernel ~= 6.29"
]
ollama = [
"ollama ~= 0.4"
]
onnx = [
# Pinning due to uv tag-resolution issues on macOS.
"onnxruntime==1.22.1",
"onnxruntime-genai==0.9.0"
]
oracledb = [
"oracledb >= 3.4.1"
]
pandas = [
"pandas ~= 2.2"
]
pinecone = [
"pinecone[asyncio, grpc] ~= 7.0"
]
postgres = [
"psycopg[binary,pool] ~= 3.2"
]
qdrant = [
"qdrant-client ~= 1.9"
]
redis = [
"redis[hiredis] ~= 6.0",
"types-redis ~= 4.6.0.20240425",
"redisvl ~= 0.4"
]
realtime = [
"websockets >= 13, < 16",
"aiortc>=1.9.0",
]
sql = [
"pyodbc >= 5.2"
]
usearch = [
"usearch ~= 2.16",
"pyarrow >= 12.0,< 22.0"
]
weaviate = [
"weaviate-client>=4.17.0,<5.0",
]
[dependency-groups]
dev = [
"pre-commit ~= 3.7",
"ipykernel ~= 6.29",
"nbconvert ~= 7.16",
"pytest ~= 8.2",
"pytest-xdist[psutil] ~= 3.6",
"pytest-cov >= 5.0",
"pytest-asyncio ~= 0.24",
"pytest-timeout>=2.3.1",
"snoop ~= 0.4",
"mypy >= 1.10",
"types-PyYAML ~= 6.0.12.20240311",
"ruff ~= 0.9"
]
[tool.uv]
prerelease = "if-necessary-or-explicit"
environments = [
"sys_platform == 'darwin'",
"sys_platform == 'linux'",
"sys_platform == 'win32'"
]
[tool.pytest.ini_options]
testpaths = 'tests'
addopts = "-ra -q -r fEX"
asyncio_mode = "auto"
asyncio_default_fixture_loop_scope = "function"
filterwarnings = [
'ignore:.*FunctionChoiceBehavior.*:DeprecationWarning'
]
timeout = 120
markers = [
"ollama: mark a test as requiring the Ollama service (use \"not ollama\" to skip those tests)",
"onnx: mark a test as requiring the Onnx service (use \"not onnx\" to skip those tests)"
]
[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
"D418", #allow docstring on overloaded function
"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", "samples/demos/mcp_with_oauth"]
[tool.flit.module]
name = "semantic_kernel"
[build-system]
requires = ["flit-core >= 3.9,<4.0"]
build-backend = "flit_core.buildapi"