diff --git a/.github/actions/python-environment/action.yml b/.github/actions/python-environment/action.yml
index 934ee1976..0757d6df4 100644
--- a/.github/actions/python-environment/action.yml
+++ b/.github/actions/python-environment/action.yml
@@ -11,7 +11,7 @@ inputs:
   poetry-version:
     description: 'Poetry version to use'
     required: true
-    default: "2.1.4"
+    default: "2.3.0"
 
   working-directory:
     description: 'Working directory to use'
diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index c65f06fc6..6f367b399 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -1,5 +1,35 @@
 # Unreleased
 
+## Summary
+
+In exasol-toolbox version `5.0.0` and higher the default behavior for
+`.github/actions/python-environment/action.yml` has changed. In previous versions,
+the default value for `poetry-version` was `2.1.2`, and it is now `2.3.0`.
+
+* Depending on its poetry version, a repository relying on the default behavior of said
+action may run into breaking changes. This can easily be resolved with explicitly setting the
+`poetry-version` when calling the GitHub action. It is, however, recommended whenever
+possible to update the poetry version of the affected repository. Unfortunately,
+there is not a quick and easy way to update all the places where `poetry-version`
+could be specified in the GitHub workflows.
+
+* Projects migrating to this version should:
+
+* Update their `pyproject.toml` to have:
+    ```toml
+    requires-poetry = ">=2.3.0"
+    ```
+* Run `poetry check` and resolve any issues
+* (optional) Run `poetry lock` to update the  lock
+* (optional) Update their `pyproject.toml` to fit:
+   * [PEP-621](https://peps.python.org/pep-0621/)
+   * [PEP-735](https://peps.python.org/pep-0735/)
+
+Note that [uvx migrate-to-uv](https://github.com/mkniewallner/migrate-to-uv) seems to
+do a good job with automating many of the PEP-related changes; though developers should
+take care and will need to make manual changes to ensure it still works with
+`poetry`, as the PTB does not yet support `uv`.
+
 ## Documentation
 
 * #648: Moved sonar setup instructions in the User guide
@@ -8,3 +38,7 @@
 
 * #649: Restricted noxconfig usage throughout exasol.toolbox to only exasol.toolbox.nox.*
 * #647: Added summary to changelog template
+
+## Refactoring
+
+* 624: Updated GitHub python-environment action and all code to use Poetry >= 2.3.0
diff --git a/doc/github_actions/python_environment.rst b/doc/github_actions/python_environment.rst
index 0a8b46479..f8dd94af7 100644
--- a/doc/github_actions/python_environment.rst
+++ b/doc/github_actions/python_environment.rst
@@ -18,7 +18,7 @@ Parameters
    * - poetry-version
      - Poetry version to use
      - True
-     - 2.1.2
+     - 2.3.0
    * - working-directory
      - Working directory to use
      - False
@@ -55,7 +55,7 @@ Example Usage
             uses: exasol/python-toolbox/.github/actions/python-environment@v1
             with:
               python-version: 3.12
-              poetry-version: 2.1.2
+              poetry-version: 2.3.0
               working-directory: pytest-backend
               use-cache: false
               extras: 'numpy,pandas'
diff --git a/doc/user_guide/dependencies.rst b/doc/user_guide/dependencies.rst
index ee7c24195..782b3a856 100644
--- a/doc/user_guide/dependencies.rst
+++ b/doc/user_guide/dependencies.rst
@@ -5,5 +5,5 @@ Core dependencies
 +++++++++++++++++
 
 - Python >= 3.10
-- poetry >= 2.1.2
+- poetry >= 2.3.0
   - `poetry export <https://github.com/python-poetry/poetry-plugin-export>`__
diff --git a/exasol/toolbox/util/dependencies/poetry_dependencies.py b/exasol/toolbox/util/dependencies/poetry_dependencies.py
index 5caeca15d..e56ecefe0 100644
--- a/exasol/toolbox/util/dependencies/poetry_dependencies.py
+++ b/exasol/toolbox/util/dependencies/poetry_dependencies.py
@@ -77,6 +77,17 @@ def groups(self) -> tuple[PoetryGroup, ...]:
                             toml_section=f"{group_key}.{group}.dependencies",
                         )
                     )
+
+        new_group_key = "dependency-groups"
+        if group_dict := self.get_section_dict(new_group_key):
+            for group, content in group_dict.items():
+                groups.append(
+                    PoetryGroup(
+                        name=group,
+                        toml_section=f"{new_group_key}.{group}",
+                    )
+                )
+
         return tuple(groups)
 
 
diff --git a/poetry.lock b/poetry.lock
index 389ebfcd0..f8599d22d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
@@ -118,14 +118,14 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "astroid"
-version = "4.0.2"
+version = "4.0.3"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "astroid-4.0.2-py3-none-any.whl", hash = "sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b"},
-    {file = "astroid-4.0.2.tar.gz", hash = "sha256:ac8fb7ca1c08eb9afec91ccc23edbd8ac73bb22cbdd7da1d488d9fb8d6579070"},
+    {file = "astroid-4.0.3-py3-none-any.whl", hash = "sha256:864a0a34af1bd70e1049ba1e61cee843a7252c826d97825fcee9b2fcbd9e1b14"},
+    {file = "astroid-4.0.3.tar.gz", hash = "sha256:08d1de40d251cc3dc4a7a12726721d475ac189e4e583d596ece7422bc176bda3"},
 ]
 
 [package.dependencies]
@@ -228,14 +228,14 @@ testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-ch
 
 [[package]]
 name = "bandit"
-version = "1.9.2"
+version = "1.9.3"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "bandit-1.9.2-py3-none-any.whl", hash = "sha256:bda8d68610fc33a6e10b7a8f1d61d92c8f6c004051d5e946406be1fb1b16a868"},
-    {file = "bandit-1.9.2.tar.gz", hash = "sha256:32410415cd93bf9c8b91972159d5cf1e7f063a9146d70345641cd3877de348ce"},
+    {file = "bandit-1.9.3-py3-none-any.whl", hash = "sha256:4745917c88d2246def79748bde5e08b9d5e9b92f877863d43fab70cd8814ce6a"},
+    {file = "bandit-1.9.3.tar.gz", hash = "sha256:ade4b9b7786f89ef6fc7344a52b34558caec5da74cb90373aed01de88472f774"},
 ]
 
 [package.dependencies]
@@ -254,18 +254,18 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.2"
+version = "4.14.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
 groups = ["main"]
 files = [
-    {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
-    {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
+    {file = "beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"},
+    {file = "beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86"},
 ]
 
 [package.dependencies]
-soupsieve = ">1.2"
+soupsieve = ">=1.6.1"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
@@ -292,38 +292,39 @@ chardet = ">=3.0.2"
 
 [[package]]
 name = "black"
-version = "25.11.0"
+version = "25.12.0"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -384,14 +385,14 @@ redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -709,104 +710,104 @@ rich = "*"
 
 [[package]]
 name = "coverage"
-version = "7.12.0"
+version = "7.13.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 [package.extras]
@@ -982,14 +983,14 @@ domdf-python-tools = ">=2.2.0"
 
 [[package]]
 name = "dill"
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@@ -1061,154 +1062,148 @@ test = ["pytest (>=6)"]
 
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 ]
 
 [package.dependencies]
@@ -1238,14 +1233,14 @@ lxml = ["lxml ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "humanize"
-version = "4.14.0"
+version = "4.15.0"
 description = "Python humanize utilities"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1273,14 +1268,14 @@ test = ["coverage[toml]", "pretend", "pytest", "pytest-cov"]
 
 [[package]]
 name = "identify"
-version = "2.6.15"
+version = "2.6.16"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "identify-2.6.16.tar.gz", hash = "sha256:846857203b5511bbe94d5a352a48ef2359532bc8f6727b5544077a0dcfb24980"},
 ]
 
 [package.extras]
@@ -1315,34 +1310,34 @@ files = [
 
 [[package]]
 name = "import-linter"
-version = "2.7"
+version = "2.9"
 description = "Enforces rules for the imports within and between Python packages."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 click = ">=6"
-grimp = "3.13"
+grimp = ">=3.14"
 rich = ">=14.2.0"
 tomli = {version = ">=1.2.1", markers = "python_version < \"3.11\""}
 typing-extensions = ">=3.10.0.0"
 
 [[package]]
 name = "importlib-metadata"
-version = "8.7.0"
+version = "8.7.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "python_version < \"3.12\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
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 ]
 
 [package.dependencies]
@@ -1352,10 +1347,10 @@ zipp = ">=3.20"
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=3.4)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["pytest-mypy"]
+test = ["flufl.flake8", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
 
 [[package]]
 name = "importlib-resources"
@@ -1427,35 +1422,39 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 
 [[package]]
 name = "jaraco-context"
-version = "6.0.1"
+version = "6.1.0"
 description = "Useful decorators and context managers"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
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 ]
 
 [package.dependencies]
 "backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+enabler = ["pytest-enabler (>=3.4)"]
+test = ["jaraco.test (>=5.6.0)", "portend", "pytest (>=6,!=8.1.*)"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
 
 [[package]]
 name = "jaraco-functools"
-version = "4.3.0"
+version = "4.4.0"
 description = "Functools like those found in stdlib"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
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-    {file = "jaraco_functools-4.3.0.tar.gz", hash = "sha256:cfd13ad0dd2c47a3600b439ef72d8615d482cedcff1632930d6f28924d92f294"},
+    {file = "jaraco_functools-4.4.0-py3-none-any.whl", hash = "sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176"},
+    {file = "jaraco_functools-4.4.0.tar.gz", hash = "sha256:da21933b0417b89515562656547a77b4931f98176eb173644c0d35032a33d6bb"},
 ]
 
 [package.dependencies]
@@ -1465,9 +1464,9 @@ more_itertools = "*"
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=3.4)"]
 test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"]
-type = ["pytest-mypy"]
+type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
 
 [[package]]
 name = "jeepney"
@@ -1552,88 +1551,89 @@ type = ["pygobject-stubs", "pytest-mypy (>=1.0.1)", "shtab", "types-pywin32"]
 
 [[package]]
 name = "librt"
-version = "0.7.3"
+version = "0.7.8"
 description = "Mypyc runtime library"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-files = [
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 mypy_extensions = ">=1.0.0"
 pathspec = ">=0.9.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -2078,14 +2078,14 @@ files = [
 
 [[package]]
 name = "nodeenv"
-version = "1.9.1"
+version = "1.10.0"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 ]
 
 [[package]]
@@ -2147,16 +2147,22 @@ files = [
 
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 description = "Utility library for gitignore style pattern matching of file paths."
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-python-versions = ">=3.8"
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+optional = ["typing-extensions (>=4)"]
+re2 = ["google-re2 (>=1.1)"]
+tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
+
 [[package]]
 name = "pip"
 version = "25.3"
@@ -2254,14 +2260,14 @@ testing = ["aboutcode-toolkit (>=6.0.0)", "black", "pytest (>=6,!=7.0.0)", "pyte
 
 [[package]]
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 python-versions = ">=3.10"
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 ]
 
 [package.extras]
@@ -2287,14 +2293,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "4.5.0"
+version = "4.5.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
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 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -2592,14 +2598,14 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
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+version = "3.3.1"
 description = "pyparsing - Classes and methods to define and execute parsing grammars"
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 ]
 
 [package.extras]
@@ -2622,14 +2628,14 @@ typing-extensions = "*"
 
 [[package]]
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+version = "1.3.0.4086"
 description = "Sonar Scanner for the Python Ecosystem"
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -2641,14 +2647,14 @@ tomli = "2.2.1"
 
 [[package]]
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-version = "9.0.1"
+version = "9.0.2"
 description = "pytest: simple powerful testing with Python"
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 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -2698,14 +2704,54 @@ unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
 name = "pytokens"
-version = "0.3.0"
+version = "0.4.0"
 description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
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 [[package]]
 name = "soupsieve"
-version = "2.8"
+version = "2.8.3"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "soupsieve-2.8-py3-none-any.whl", hash = "sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c"},
-    {file = "soupsieve-2.8.tar.gz", hash = "sha256:e2dd4a40a628cb5f28f6d4b0db8800b8f581b65bb380b97de22ba5ca8d72572f"},
+    {file = "soupsieve-2.8.3-py3-none-any.whl", hash = "sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95"},
+    {file = "soupsieve-2.8.3.tar.gz", hash = "sha256:3267f1eeea4251fb42728b6dfb746edc9acaffc4a45b27e19450b676586e8349"},
 ]
 
 [[package]]
@@ -3251,6 +3316,7 @@ description = "A sphinx extension for designing beautiful, view size responsive
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "sphinx_design-0.6.1-py3-none-any.whl", hash = "sha256:b11f37db1a802a183d61b159d9a202314d4d2fe29c163437001324fe2f19549c"},
     {file = "sphinx_design-0.6.1.tar.gz", hash = "sha256:b44eea3719386d04d765c1a8257caca2b3e6f8421d7b3a5e742c0fd45f84e632"},
@@ -3270,6 +3336,33 @@ theme-pydata = ["pydata-sphinx-theme (>=0.15.2,<0.16.0)"]
 theme-rtd = ["sphinx-rtd-theme (>=2.0,<3.0)"]
 theme-sbt = ["sphinx-book-theme (>=1.1,<2.0)"]
 
+[[package]]
+name = "sphinx-design"
+version = "0.7.0"
+description = "A sphinx extension for designing beautiful, view size responsive web components."
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "sphinx_design-0.7.0-py3-none-any.whl", hash = "sha256:f82bf179951d58f55dca78ab3706aeafa496b741a91b1911d371441127d64282"},
+    {file = "sphinx_design-0.7.0.tar.gz", hash = "sha256:d2a3f5b19c24b916adb52f97c5f00efab4009ca337812001109084a740ec9b7a"},
+]
+
+[package.dependencies]
+sphinx = ">=7,<10"
+
+[package.extras]
+code-style = ["pre-commit (>=3,<4)"]
+rtd = ["myst-parser (>=4,<6)"]
+testing = ["defusedxml", "myst-parser (>=4,<6)", "pytest (>=8.3,<9.0)", "pytest-cov", "pytest-regressions"]
+testing-no-myst = ["defusedxml", "pytest (>=8.3,<9.0)", "pytest-cov", "pytest-regressions"]
+theme-furo = ["furo (>=2024.7.18,<2024.8.0)"]
+theme-im = ["sphinx-immaterial (>=0.12.2,<0.13.0)"]
+theme-pydata = ["pydata-sphinx-theme (>=0.15.2,<0.16.0)"]
+theme-rtd = ["sphinx-rtd-theme (>=2.0,<3.0)"]
+theme-sbt = ["sphinx-book-theme (>=1.1,<2.0)"]
+
 [[package]]
 name = "sphinx-inline-tabs"
 version = "2023.4.21"
@@ -3313,6 +3406,7 @@ description = "Sphinx directive to add unselectable prompt"
 optional = false
 python-versions = ">=3.9,<4.0"
 groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "sphinx_prompt-1.8.0-py3-none-any.whl", hash = "sha256:369ecc633f0711886f9b3a078c83264245be1adf46abeeb9b88b5519e4b51007"},
     {file = "sphinx_prompt-1.8.0.tar.gz", hash = "sha256:47482f86fcec29662fdfd23e7c04ef03582714195d01f5d565403320084372ed"},
@@ -3323,6 +3417,29 @@ docutils = "*"
 pygments = "*"
 Sphinx = ">=7.0.0,<8.0.0"
 
+[[package]]
+name = "sphinx-prompt"
+version = "1.10.2"
+description = "Sphinx directive to add unselectable prompt"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "sphinx_prompt-1.10.2-py3-none-any.whl", hash = "sha256:6594337962c4b1498602e6984634bed4a0dc7955852e3cfc255eb0af766ed859"},
+    {file = "sphinx_prompt-1.10.2.tar.gz", hash = "sha256:47b592ba75caebd044b0eddf7a5a1b6e0aef6df587b034377cd101a999b686ba"},
+]
+
+[package.dependencies]
+certifi = "*"
+docutils = "*"
+idna = "*"
+jinja2 = "*"
+pygments = "*"
+requests = ">=2.32.4"
+Sphinx = "*"
+urllib3 = "*"
+
 [[package]]
 name = "sphinx-tabs"
 version = "3.4.5"
@@ -3346,14 +3463,14 @@ testing = ["bs4", "coverage", "pygments", "pytest (>=7.1,<8)", "pytest-cov", "py
 
 [[package]]
 name = "sphinx-toolbox"
-version = "4.0.0"
+version = "4.1.2"
 description = "Box of handy tools for Sphinx 🧰 📔"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "sphinx_toolbox-4.0.0-py3-none-any.whl", hash = "sha256:c700937baee505e440d44d46bc47ccd036ec282ae61b04e40342944128721117"},
-    {file = "sphinx_toolbox-4.0.0.tar.gz", hash = "sha256:48c31451db2e2d8c71c03939e72a19ef7bc92ca7850a62db63fc7bb8395b6785"},
+    {file = "sphinx_toolbox-4.1.2-py3-none-any.whl", hash = "sha256:0438f8342ba1c6c0d6e47207f4eac167adba61742e8c2b1dc9624ff955b7bc89"},
+    {file = "sphinx_toolbox-4.1.2.tar.gz", hash = "sha256:c30a4f86c4c29e97adb0eb9337d35f5093cb96a44f49caffcf7d5bc58a88b781"},
 ]
 
 [package.dependencies]
@@ -3366,7 +3483,8 @@ docutils = ">=0.16"
 domdf-python-tools = ">=2.9.0"
 filelock = ">=3.8.0"
 html5lib = ">=1.1"
-"ruamel.yaml" = ">=0.16.12"
+roman = ">4.0"
+"ruamel.yaml" = ">=0.16.12,<=0.18.16"
 sphinx = ">=3.2.0"
 sphinx-autodoc-typehints = ">=1.11.1"
 sphinx-jinja2-compat = ">=0.1.0"
@@ -3600,14 +3718,14 @@ markers = {dev = "python_version == \"3.10\""}
 
 [[package]]
 name = "tomlkit"
-version = "0.13.3"
+version = "0.14.0"
 description = "Style preserving TOML library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"},
-    {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"},
+    {file = "tomlkit-0.14.0-py3-none-any.whl", hash = "sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680"},
+    {file = "tomlkit-0.14.0.tar.gz", hash = "sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064"},
 ]
 
 [[package]]
@@ -3638,14 +3756,14 @@ keyring = ["keyring (>=21.2.0)"]
 
 [[package]]
 name = "typer"
-version = "0.20.0"
+version = "0.21.1"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "typer-0.20.0-py3-none-any.whl", hash = "sha256:5b463df6793ec1dca6213a3cf4c0f03bc6e322ac5e16e13ddd622a889489784a"},
-    {file = "typer-0.20.0.tar.gz", hash = "sha256:1aaf6494031793e4876fb0bacfa6a912b551cf43c1e63c800df8b1a866720c37"},
+    {file = "typer-0.21.1-py3-none-any.whl", hash = "sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01"},
+    {file = "typer-0.21.1.tar.gz", hash = "sha256:ea835607cd752343b6b2b7ce676893e5a0324082268b48f27aa058bdb7d2145d"},
 ]
 
 [package.dependencies]
@@ -3683,14 +3801,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["dev"]
 files = [
-    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
-    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
+    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
 ]
 
 [[package]]
@@ -3713,19 +3831,19 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "virtualenv"
-version = "20.35.4"
+version = "20.36.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "virtualenv-20.35.4-py3-none-any.whl", hash = "sha256:c21c9cede36c9753eeade68ba7d523529f228a403463376cf821eaae2b650f1b"},
-    {file = "virtualenv-20.35.4.tar.gz", hash = "sha256:643d3914d73d3eeb0c552cbb12d7e82adf0e504dbf86a3182f8771a153a1971c"},
+    {file = "virtualenv-20.36.1-py3-none-any.whl", hash = "sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f"},
+    {file = "virtualenv-20.36.1.tar.gz", hash = "sha256:8befb5c81842c641f8ee658481e42641c68b5eab3521d8e092d18320902466ba"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
-filelock = ">=3.12.2,<4"
+filelock = {version = ">=3.20.1,<4", markers = "python_version >= \"3.10\""}
 platformdirs = ">=3.9.1,<5"
 typing-extensions = {version = ">=4.13.2", markers = "python_version < \"3.11\""}
 
@@ -3793,4 +3911,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<4.0"
-content-hash = "9dad58cc440f3ee46c95c04ebedb25dd6d4d8c330d7a001fc346f0af9604b846"
+content-hash = "7a9dd85bb043ddc5bed4f76d6ac64a9a77c7f2089b77ff1a9c57246b4ca57ab6"
diff --git a/project-template/{{cookiecutter.repo_name}}/pyproject.toml b/project-template/{{cookiecutter.repo_name}}/pyproject.toml
index cad9a6d42..027477215 100644
--- a/project-template/{{cookiecutter.repo_name}}/pyproject.toml
+++ b/project-template/{{cookiecutter.repo_name}}/pyproject.toml
@@ -1,31 +1,42 @@
 [project]
 name = "{{cookiecutter.pypi_package_name}}"
 version = "0.1.0"
-requires-python = ">={{cookiecutter.python_version_min}},<4.0"
 description = "{{cookiecutter.description}}"
 authors = [
     {name = "{{cookiecutter.author_full_name}}", email = "{{cookiecutter.author_email}}"},
 ]
+requires-python = ">={{cookiecutter.python_version_min}},<4.0"
 readme = "README.rst"
 license = "MIT"
+license-files = ["LICENSE"]
 keywords = ['exasol', '{{cookiecutter.package_name}}']
-dynamic = ["dependencies"]
+classifiers = [
+    "Programming Language :: Python :: 3",
+
+]
+dependencies = []
+
+[dependency-groups]
+dev = [
+    "exasol-toolbox>=4.0.1,<5",
+]
 
 [tool.poetry]
-requires-poetry = ">=2.1.0"
+requires-poetry = ">=2.3.0"
 packages = [
     { include = "exasol" },
 ]
+include = [
+    "README.rst",
+    "doc/changes/changelog.md",
+    "LICENSE",
+    "exasol/toolbox/templates/**/*"
+]
 
 [poetry.urls]
 repository = "https://github.com/exasol/{{cookiecutter.repo_name}}"
 homepage = "https://github.com/exasol/{{cookiecutter.repo_name}}"
 
-[tool.poetry.dependencies]
-
-[tool.poetry.group.dev.dependencies]
-exasol-toolbox = "^1.6.0"
-
 [build-system]
 requires = ["poetry-core>=2.0.0"]
 build-backend = "poetry.core.masonry.api"
@@ -38,7 +49,8 @@ source = [
 ]
 
 [tool.coverage.report]
-fail_under = 15
+# Switch to 15 after code has been added
+fail_under = 0
 
 [tool.black]
 line-length = 88
@@ -59,10 +71,10 @@ max-module-lines = 800
 
 [tool.ruff.lint]
 extend-ignore = [
-    "E",      # Syntax errors
-    "F",      # Pyflakes rules (excluding F401)
-    "UP",     # pyupgrade rules
-    "D",      # Docstring rules
+    "E", # Syntax errors
+    "F", # Pyflakes rules (excluding F401)
+    "UP", # pyupgrade rules
+    "D", # Docstring rules
 ]
 extend-select = ["F401"]
 unfixable = []
diff --git a/pyproject.toml b/pyproject.toml
index 32d69e737..01596f377 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,14 +1,15 @@
 [project]
 name = "exasol-toolbox"
 version = "4.0.1"
-requires-python = ">=3.10,<4.0"
 description = "Your one-stop solution for managing all standard tasks and core workflows of your Python project."
 authors = [
     { name = "Nicola Coretti", email = "nicola.coretti@exasol.com" },
     { name = "Ariel Schulz", email = "ariel.schulz@exasol.com" },
 ]
+requires-python = ">=3.10,<4.0"
 readme = "README.rst"
 license = "MIT"
+license-files = ["LICENSE"]
 keywords = [
     "nox",
     "tooling",
@@ -17,16 +18,64 @@ keywords = [
     "exasol",
     "infrastructure",
 ]
-dynamic = ["dependencies"]
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
+]
+dependencies = [
+    "bandit[toml]>=1.7.9,<2",
+    "black>=24.1.0,<26",
+    "coverage>=6.4.4,<8.0.0",
+    "furo>=2022.9.15",
+    "importlib-resources>=5.12.0",
+    "import-linter>=2.0,<3",
+    "isort>=7.0.0,<8",
+    "jinja2>=3.1.6,<4",
+    "mypy>=0.971",
+    "myst-parser>=2.0.0,<4",
+    "nox>=2022.8.7",
+    "pip-audit>=2.7.3,<3",
+    "pip-licenses>=5.0.0,<6",
+    "pluggy>=1.5.0,<2",
+    "pre-commit>=4,<5",
+    "pydantic>=2.11.5,<3",
+    "pylint>=2.15.4",
+    "pysonar>=1.0.1.1548,<2",
+    "pytest>=7.2.2,<10",
+    "pyupgrade>=2.38.2,<4.0.0",
+    "ruff>=0.14.5,<0.15",
+    "shibuya>=2024.5.14",
+    "sphinx>=5.3,<8",
+    "sphinx-copybutton>=0.5.0,<0.6",
+    "sphinx-inline-tabs>=2023.4.21,<2024",
+    "sphinx-design>=0.5.0,<1",
+    "sphinx-toolbox>=4.0.0,<5",
+    "typer[all]>=0.7.0",
+    "twine>=6.1.0,<7",
+]
+
+[project.scripts]
+tbx = "exasol.toolbox.tools.tbx:CLI"
+sphinx-multiversion = "exasol.toolbox.sphinx.multiversion:main"
+
+[dependency-groups]
+dev = [
+    "autoimport>=1.4.0,<2",
+    "cookiecutter>=2.6.0,<3",
+]
 
 [tool.poetry]
-requires-poetry = ">=2.1.0"
+requires-poetry = ">=2.3.0"
 packages = [
     { include = "exasol" },
 ]
 include = [
     "README.rst",
-    "doc/changelog.rst",
+    "doc/changes/changelog.md",
     "LICENSE",
     "exasol/toolbox/templates/**/*"
 ]
@@ -38,41 +87,6 @@ Source = "https://github.com/exasol/python-toolbox"
 Issues = "https://github.com/exasol/python-toolbox/issues"
 Changelog = "https://exasol.github.io/python-toolbox/changelog.html"
 
-[tool.poetry.dependencies]
-bandit = { extras = ["toml"], version = "^1.7.9" }
-black = ">=24.1.0,<26"
-coverage = ">=6.4.4,<8.0.0"
-furo = ">=2022.9.15"
-importlib-resources = ">=5.12.0"
-import-linter = "^2.0"
-isort = "^7.0.0"
-jinja2 = "^3.1.6"
-mypy = ">=0.971"
-myst-parser = ">=2.0.0,<4"
-nox = ">=2022.8.7"
-pip-audit = "^2.7.3"
-pip-licenses = "^5.0.0"
-pluggy = "^1.5.0"
-pre-commit = ">=4,<5"
-pydantic = "^2.11.5"
-pylint = ">=2.15.4"
-pysonar = "^1.0.1.1548"
-pytest = ">=7.2.2,<10"
-pyupgrade = ">=2.38.2,<4.0.0"
-ruff = "^0.14.5"
-shibuya = ">=2024.5.14"
-sphinx = ">=5.3,<8"
-sphinx-copybutton = "^0.5.0"
-sphinx-inline-tabs = "^2023.4.21"
-sphinx-design = ">=0.5.0,<1"
-sphinx-toolbox = "^4.0.0"
-typer = { extras = ["all"], version = ">=0.7.0" }
-twine = "^6.1.0"
-
-[tool.poetry.group.dev.dependencies]
-autoimport = "^1.4.0"
-cookiecutter = "^2.6.0"
-
 [build-system]
 requires = ["poetry-core>=2.0.0"]
 build-backend = "poetry.core.masonry.api"
@@ -114,18 +128,14 @@ ignore_errors = true
 
 [tool.ruff.lint]
 extend-ignore = [
-    "E",      # Syntax errors
-    "F",      # Pyflakes rules (excluding F401)
-    "UP",     # pyupgrade rules
-    "D",      # Docstring rules
+    "E", # Syntax errors
+    "F", # Pyflakes rules (excluding F401)
+    "UP", # pyupgrade rules
+    "D", # Docstring rules
 ]
 extend-select = ["F401"]
 unfixable = []
 
-[tool.poetry.plugins."console_scripts"]
-tbx = 'exasol.toolbox.tools.tbx:CLI'
-sphinx-multiversion = 'exasol.toolbox.sphinx.multiversion:main'
-
 [tool.poetry.requires-plugins]
 poetry-plugin-export = ">=1.8"
 
diff --git a/test/unit/util/dependencies/poetry_dependencies_test.py b/test/unit/util/dependencies/poetry_dependencies_test.py
index 679c7abe9..b98ca2dda 100644
--- a/test/unit/util/dependencies/poetry_dependencies_test.py
+++ b/test/unit/util/dependencies/poetry_dependencies_test.py
@@ -1,4 +1,5 @@
 import subprocess
+from inspect import cleandoc
 
 import pytest
 
@@ -13,10 +14,8 @@
 from noxconfig import PROJECT_CONFIG
 
 MAIN_GROUP = PoetryGroup(name="main", toml_section="project.dependencies")
-DEV_GROUP = PoetryGroup(name="dev", toml_section="tool.poetry.group.dev.dependencies")
-ANALYSIS_GROUP = PoetryGroup(
-    name="analysis", toml_section="tool.poetry.group.analysis.dependencies"
-)
+DEV_GROUP = PoetryGroup(name="dev", toml_section="dependency-groups.dev")
+ANALYSIS_GROUP = PoetryGroup(name="analysis", toml_section="dependency-groups.analysis")
 
 PYLINT = Package(name="pylint", version="3.3.7")
 ISORT = Package(name="isort", version="6.0.1")
@@ -61,24 +60,70 @@ def create_poetry_project(cwd, project_name, project_path):
 
 
 @pytest.fixture(scope="module")
-def pyproject_toml(project_path, create_poetry_project):
+def created_pyproject_toml(project_path, create_poetry_project):
     return PoetryToml.load_from_toml(working_directory=project_path)
 
 
+@pytest.fixture(scope="module")
+def poetry_2_1_pyproject_toml(cwd, create_poetry_project):
+    older_project_path = cwd / "older_project"
+    pyproject_toml_text = """
+    [project]
+    name = "project"
+    version = "0.1.0"
+    description = ""
+    authors = []
+    readme = "README.md"
+    requires-python = ">=3.10"
+    dependencies = [
+        "pylint (==3.3.7)"
+    ]
+
+    [tool.poetry]
+    packages = [{include = "project", from = "src"}]
+
+
+    [tool.poetry.group.dev.dependencies]
+    isort = "6.0.1"
+
+
+    [tool.poetry.group.analysis.dependencies]
+    black = "25.1.0"
+
+    [build-system]
+    requires = ["poetry-core>=2.0.0,<3.0.0"]
+    build-backend = "poetry.core.masonry.api"
+    """
+    older_project_path.mkdir(parents=True, exist_ok=True)
+    pyproject_toml_path = older_project_path / "pyproject.toml"
+    pyproject_toml_path.write_text(cleandoc(pyproject_toml_text))
+    return PoetryToml.load_from_toml(working_directory=older_project_path)
+
+
 class TestPoetryToml:
     @staticmethod
-    def test_get_section_dict_exists(pyproject_toml):
-        result = pyproject_toml.get_section_dict("project")
+    def test_get_section_dict_exists(created_pyproject_toml):
+        result = created_pyproject_toml.get_section_dict("project")
         assert result is not None
 
     @staticmethod
-    def test_get_section_dict_does_not_exist(pyproject_toml):
-        result = pyproject_toml.get_section_dict("test")
+    def test_get_section_dict_does_not_exist(created_pyproject_toml):
+        result = created_pyproject_toml.get_section_dict("test")
         assert result is None
 
     @staticmethod
-    def test_groups(pyproject_toml):
-        assert pyproject_toml.groups == (MAIN_GROUP, DEV_GROUP, ANALYSIS_GROUP)
+    def test_groups(created_pyproject_toml):
+        assert created_pyproject_toml.groups == (MAIN_GROUP, DEV_GROUP, ANALYSIS_GROUP)
+
+    @staticmethod
+    def test_groups_with_poetry_2_1_0(poetry_2_1_pyproject_toml):
+        assert poetry_2_1_pyproject_toml.groups == (
+            MAIN_GROUP,
+            PoetryGroup(name="dev", toml_section="tool.poetry.group.dev.dependencies"),
+            PoetryGroup(
+                name="analysis", toml_section="tool.poetry.group.analysis.dependencies"
+            ),
+        )
 
 
 class TestPoetryDependencies: