upd

Author: Samoed

pyproject.toml

@@ -1,17 +1,18 @@
-[tool.poetry]
+[project]
 name = "autointent"
 version = "0.0.1"
 description = "A tool for automatically configuring a text classification pipeline for intent prediction."
-authors = ["Alexeev Ilya <[email protected]>", "Kuznetsov Denis <[email protected]>"]
+license = { text = "Apache 2.0" }
+authors = [
+    { name = "Alexeev Ilya", email = "[email protected]" },
+    { name = "Kuznetsov Denis", email = "[email protected]" },
+]
 maintainers = [
-    "Alexeev Ilya <[email protected]>",
-    "Solomatin Roman <[email protected]>",
-    "Sergeenko Egor <[email protected]>",
+    { name = "Alexeev Ilya", email = "[email protected]" },
+    { name = "Solomatin Roman", email = "[email protected]" },
+    { name = "Sergeenko Egor", email = "[email protected]" },
 ]
 readme = "README.md"
-homepage = "https://deeppavlov.github.io/AutoIntent/"
-repository = "https://github.com/deeppavlov/AutoIntent"
-documentation = "https://deeppavlov.github.io/AutoIntent/"
 keywords = ["nlp", "dialog-systems", "transformers", "auto-ml"]
 classifiers=[
     'Development Status :: 4 - Beta',
@@ -29,25 +30,34 @@ classifiers=[
     'Framework :: Sphinx',
     'Typing :: Typed',
 ]
+requires-python = ">=3.10,<=4.0"
+dependencies = [
+    "sentence-transformers (>=3,<4)",
+    "scikit-learn (>=1.5,<2.0)",
+    "scikit-multilearn (==0.2.0)",
+    "appdirs (>=1.4,<2.0)",
+    "sre-yield (>=1.2,<2.0)",
+    "optuna (>=4.0.0,<5.0.0)",
+    "xeger (>=0.4.0,<0.5.0)",
+    "pathlib (>=1.0.1,<2.0.0)",
+    "pydantic (>=2.10.5,<3.0.0)",
+    "faiss-cpu (>=1.9.0,<2.0.0)",
+    "openai (>=1.59.6,<2.0.0)",
+    "datasets (>=3.2.0,<4.0.0)",
+    "xxhash (>=3.5.0,<4.0.0)",
+    "hydra-core (>=1.3.2,<2.0.0)"
+]
 
+[project.urls]
+Homepage = "https://deeppavlov.github.io/AutoIntent/"
+Repository = "https://github.com/deeppavlov/AutoIntent"
+Documentation = "https://deeppavlov.github.io/AutoIntent/"
+
+[project.scripts]
+"autointent" = "autointent._pipeline._cli_endpoint:optimize"
+"autointent-inference" = "autointent.pipeline.inference.cli_endpoint:main"
+"clear-cache" = "autointent.context.vector_index_client.cache:clear_chroma_cache"
 
-[tool.poetry.dependencies]
-python = "^3.10"
-sentence-transformers = "3.0.1"
-scikit-learn = "1.5.1"
-scikit-multilearn = "0.2.0"
-appdirs = "^1.4.4"
-sre-yield = "^1.2"
-optuna = "^4.0.0"
-xeger = "^0.4.0"
-pathlib = "^1.0.1"
-pydantic = "^2.9.2"
-hydra-core = "^1.3.2"
-faiss-cpu = "^1.9.0"
-openai = "^1.52.1"
-datasets = "^3.1.0"
-ruff = "==0.8.4"
-xxhash = "^3.5.0"
 
 [tool.poetry.group.dev]
 optional = true
@@ -56,7 +66,7 @@ optional = true
 tach = "^0.11.3"
 ipykernel = "^6.29.5"
 ipywidgets = "^8.1.5"
-ruff = "^0.8.0"
+ruff = "==0.8.4"
 
 [tool.poetry.group.test]
 optional = true
@@ -67,12 +77,6 @@ pytest-cov = "^5.0.0"
 coverage = "^7.6.1"
 pytest-asyncio = "^0.24.0"
 
-[tool.poetry.group.lint]
-optional = true
-
-[tool.poetry.group.lint.dependencies]
-ruff = "^0.8.0"
-
 [tool.poetry.group.typing]
 optional = true
 
@@ -98,11 +102,6 @@ ipykernel = "^6.29.5"
 tensorboardx = "^2.6.2.2"
 sphinx-multiversion = "^0.2.4"
 
-[tool.poetry.scripts]
-"autointent" = "autointent._pipeline._cli_endpoint:optimize"
-"autointent-inference" = "autointent.pipeline.inference.cli_endpoint:main"
-"clear-cache" = "autointent.context.vector_index_client.cache:clear_chroma_cache"
-
 [tool.ruff]
 line-length = 120
 indent-width = 4
@@ -138,7 +137,7 @@ max-args = 10
 convention = "pep257"
 
 [build-system]
-requires = ["poetry-core"]
+requires = ["poetry-core>=2.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.pytest.ini_options]