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### Motivation and Context <!-- Thank you for your contribution to the semantic-kernel repo! Please help reviewers and future users, providing the following information: 1. Why is this change required? 2. What problem does it solve? 3. What scenario does it contribute to? 4. If it fixes an open issue, please link to the issue here. --> We are adding a new AI connector for the talking to the Gemini API on Google AI: https://ai.google.dev/gemini-api/docs/get-started/tutorial?authuser=1&lang=python. Note that this is for Gemini hosted on Google AI. Google also offers Gemini access on their Vertex AI platform: https://cloud.google.com/vertex-ai/generative-ai/docs/migrate/migrate-google-ai. We will have another connector along with this for accessing Gemini on Vertex AI. ### Description <!-- Describe your changes, the overall approach, the underlying design. These notes will help understanding how your code works. Thanks! --> The new connector contains 3 AI services: - Chat completion - Text completion - Text embedding TODO: Function calling. > Function calling is not included in this PR to reduce to the size of the PR. Unit test coverage:  Mypy: All cleared ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄
195 lines
5.6 KiB
TOML
195 lines
5.6 KiB
TOML
[tool.poetry]
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name = "semantic-kernel"
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version = "1.3.0"
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description = "Semantic Kernel Python SDK"
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authors = ["Microsoft <[email protected]>"]
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readme = "pip/README.md"
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packages = [{include = "semantic_kernel"}]
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[tool.poetry.dependencies]
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python = "^3.10,<3.13"
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# main dependencies
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aiohttp = "^3.8"
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pydantic = "^2"
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pydantic-settings = "^2"
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defusedxml = "^0.7.1"
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# embeddings
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numpy = [
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{ version = ">=1.25", python = "<3.12" },
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{ version = ">=1.26", python = ">=3.12" },
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]
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# openai connector
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openai = ">=1.0"
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# openapi and swagger
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openapi_core = ">=0.18,<0.20"
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prance = "^23.6.21.0"
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# templating
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pybars4 = "^0.9.13"
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jinja2 = "^3.1.3"
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nest-asyncio = "^1.6.0"
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### Optional dependencies
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# azure
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azure-ai-inference = {version = "^1.0.0b1", allow-prereleases = true, optional = true}
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azure-search-documents = {version = "11.6.0b4", allow-prereleases = true, optional = true}
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azure-core = { version = "^1.28.0", optional = true}
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azure-identity = { version = "^1.13.0", optional = true}
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azure-cosmos = { version = "^4.7.0", optional = true}
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# chroma
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chromadb = { version = ">=0.4.13,<0.6.0", optional = true}
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# google
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google-generativeai = { version = "^0.7.2", optional = true}
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# hugging face
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transformers = { version = "^4.28.1", extras=["torch"], optional = true}
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sentence-transformers = { version = "^2.2.2", optional = true}
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# mongo
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motor = { version = "^3.3.2", optional = true }
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# notebooks
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ipykernel = { version = "^6.21.1", optional = true}
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# milvus
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pymilvus = { version = ">=2.3,<2.4.4", optional = true}
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milvus = { version = ">=2.3,<2.3.8", markers = 'sys_platform != "win32"', optional = true}
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# mistralai
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mistralai = { version = "^0.4.1", optional = true}
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# ollama
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ollama = { version = "^0.2.1", optional = true}
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# pinecone
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pinecone-client = { version = ">=3.0.0", optional = true}
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# postgres
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psycopg = { version="^3.1.9", extras=["binary","pool"], optional = true}
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# qdrant
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qdrant-client = { version = '^1.9', optional = true}
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# redis
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redis = { version = "^4.6.0", optional = true}
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# usearch
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usearch = { version = "^2.9", optional = true}
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pyarrow = { version = ">=12.0.1,<17.0.0", optional = true}
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weaviate-client = { version = ">=3.18,<5.0", optional = true}
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ruff = "0.5.2"
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[tool.poetry.group.dev.dependencies]
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pre-commit = ">=3.7.1"
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ruff = ">=0.4.5"
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ipykernel = "^6.29.4"
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nbconvert = "^7.16.4"
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pytest = "^8.2.1"
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pytest-asyncio = "^0.23.7"
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snoop = "^0.4.3"
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pytest-cov = ">=5.0.0"
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mypy = ">=1.10.0"
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types-PyYAML = "^6.0.12.20240311"
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[tool.poetry.group.unit-tests]
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optional = true
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[tool.poetry.group.unit-tests.dependencies]
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azure-ai-inference = {version = "^1.0.0b1", allow-prereleases = true}
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azure-search-documents = {version = "11.6.0b4", allow-prereleases = true}
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azure-core = "^1.28.0"
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azure-cosmos = "^4.7.0"
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mistralai = "^0.4.1"
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ollama = "^0.2.1"
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google-generativeai = "^0.7.2"
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transformers = { version = "^4.28.1", extras=["torch"]}
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sentence-transformers = "^2.2.2"
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[tool.poetry.group.tests]
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optional = true
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[tool.poetry.group.tests.dependencies]
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# azure
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azure-ai-inference = {version = "^1.0.0b1", allow-prereleases = true}
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azure-search-documents = {version = "11.6.0b4", allow-prereleases = true}
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azure-core = "^1.28.0"
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azure-identity = "^1.13.0"
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azure-cosmos = "^4.7.0"
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msgraph-sdk = "^1.2.0"
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# chroma
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chromadb = ">=0.4.13,<0.6.0"
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# google
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google-generativeai = "^0.7.2"
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# hugging face
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transformers = { version = "^4.28.1", extras=["torch"]}
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sentence-transformers = "^2.2.2"
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# milvus
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pymilvus = ">=2.3,<2.4.4"
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milvus = { version = ">=2.3,<2.3.8", markers = 'sys_platform != "win32"'}
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# mistralai
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mistralai = "^0.4.1"
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# ollama
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ollama = "^0.2.1"
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# mongodb
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motor = "^3.3.2"
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# pinecone
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pinecone-client = ">=3.0.0"
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# postgres
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psycopg = { version="^3.1.9", extras=["binary","pool"]}
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# qdrant
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qdrant-client = '^1.9'
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# redis
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redis = "^4.6.0"
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# usearch
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usearch = "^2.9"
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pyarrow = ">=12.0.1,<17.0.0"
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# weaviate
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weaviate-client = ">=3.18,<5.0"
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# Extras are exposed to pip, this allows a user to easily add the right dependencies to their environment
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[tool.poetry.extras]
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all = ["transformers", "sentence-transformers", "qdrant-client", "chromadb", "pymilvus", "milvus", "mistralai", "ollama", "google", "weaviate-client", "pinecone-client", "psycopg", "redis", "azure-ai-inference", "azure-search-documents", "azure-core", "azure-identity", "azure-cosmos", "usearch", "pyarrow", "ipykernel", "motor"]
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azure = ["azure-ai-inference", "azure-search-documents", "azure-core", "azure-identity", "azure-cosmos", "msgraph-sdk"]
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chromadb = ["chromadb"]
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google = ["google-generativeai"]
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hugging_face = ["transformers", "sentence-transformers"]
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milvus = ["pymilvus", "milvus"]
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mistralai = ["mistralai"]
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ollama = ["ollama"]
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mongo = ["motor"]
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notebooks = ["ipykernel"]
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pinecone = ["pinecone-client"]
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postgres = ["psycopg"]
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qdrant = ["qdrant-client"]
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redis = ["redis"]
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usearch = ["usearch", "pyarrow"]
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weaviate = ["weaviate-client"]
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[tool.ruff]
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line-length = 120
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target-version = "py310"
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include = ["*.py", "*.pyi", "**/pyproject.toml", "*.ipynb"]
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[tool.ruff.lint]
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preview = true
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select = ["D", "E", "F", "I", "CPY", "ISC", "INP", "RSE102", "RET", "SIM", "TD", "FIX", "ERA001", "RUF"]
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ignore = ["D100", "D101", "D104", "TD003", "FIX002"]
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[tool.ruff.lint.pydocstyle]
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convention = "google"
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[tool.ruff.lint.per-file-ignores]
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# Ignore all directories named `tests` and `samples`.
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"tests/**" = ["D", "INP", "TD", "ERA001", "RUF"]
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"samples/**" = ["D", "INP", "ERA001", "RUF"]
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# Ignore all files that end in `_test.py`.
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"*_test.py" = ["D"]
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"*.ipynb" = ["CPY", "E501"]
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[tool.ruff.lint.flake8-copyright]
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notice-rgx = "^# Copyright \\(c\\) Microsoft\\. All rights reserved\\."
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min-file-size = 1
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[tool.bandit]
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targets = ["python/semantic_kernel"]
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exclude_dirs = ["python/tests"]
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[build-system]
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requires = ["poetry-core"]
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build-backend = "poetry.core.masonry.api"
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