diff --git a/.github/workflows/lint-actions.yaml b/.github/workflows/lint-actions.yaml
index 1709beb..c26c11b 100644
--- a/.github/workflows/lint-actions.yaml
+++ b/.github/workflows/lint-actions.yaml
@@ -18,23 +18,19 @@ jobs:
   mypy:
     runs-on: ubuntu-latest
     steps:
+    - uses: actions/checkout@v4
+    - name: Install poetry
+      run: pipx install poetry
     - name: Set up python
       id: setup-python
       uses: actions/setup-python@v4
       with:
         python-version: '3.11'
-    - name: Check out Git repository
-      uses: actions/checkout@v4
-    - name: Install and configure Poetry
-      uses: snok/install-poetry@v1
-      with:
-        version: 1.6.1
-        virtualenvs-create: false
-        virtualenvs-path: ~/local/share/virtualenvs
+        cache: poetry
     - run: poetry install --without develop,doc --all-extras
     - name: Run mypy
       run: |
-        mypy src tests
+        poetry run mypy src tests
 
   ruff:
     runs-on: ubuntu-latest
@@ -48,22 +44,16 @@ jobs:
     name: Check Python Requirements
     runs-on: ubuntu-latest
     steps:
+    - uses: actions/checkout@v4
+    - name: Install poetry
+      run: pipx install poetry
     - name: Set up python
       id: setup-python
       uses: actions/setup-python@v4
       with:
         python-version: '3.11'
-    - name: Install and configure Poetry
-      uses: snok/install-poetry@v1
-      with:
-        version: 1.6.1
-        virtualenvs-create: true
-        virtualenvs-path: ~/local/share/virtualenvs
-    - name: Check out Git repository
-      uses: actions/checkout@v4
-    - name: Install root, pip-licenses & pip-audit
-      run: |
-        poetry run pip install pip-licenses pip-audit
+        cache: poetry
+    - run: poetry install --without develop,doc --all-extras
     - name: Poetry export
       run: poetry export -f requirements.txt --output requirements.txt
     - name: Check license
diff --git a/.github/workflows/maintenance.yaml b/.github/workflows/maintenance.yaml
index 835245a..7ee429d 100644
--- a/.github/workflows/maintenance.yaml
+++ b/.github/workflows/maintenance.yaml
@@ -20,10 +20,13 @@ jobs:
         package_name: ${{ github.event.repository.name }}/${{ matrix.name }}
         token: ${{ secrets.GITHUB_TOKEN }}
 
-  auto-update:
+  pre-commit-autoupdate:
+    name: pre-commit autoupdate
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        ssh-key: ${{ secrets.DEPLOY_KEY }}
 
     - uses: actions/setup-python@v4
 
@@ -35,7 +38,12 @@ jobs:
     - uses: peter-evans/create-pull-request@v5
       with:
         token: ${{ secrets.GITHUB_TOKEN }}
+        base: main
         branch: update/pre-commit-hooks
         title: Update pre-commit hooks
         commit-message: 'chore: update pre-commit hooks'
         body: Update versions of pre-commit hooks to latest version.
+        labels: chore
+        assignees: philipp-horstenkamp
+        reviewers: philipp-horstenkamp
+        delete-branch: true
diff --git a/.github/workflows/test-and-build-action.yaml b/.github/workflows/test-and-build-action.yaml
index 15ff166..ef1e8ca 100644
--- a/.github/workflows/test-and-build-action.yaml
+++ b/.github/workflows/test-and-build-action.yaml
@@ -15,25 +15,15 @@ jobs:
     timeout-minutes: 10
 
     steps:
-    - name: Check out repository code
-      uses: actions/checkout@v4
-    - name: Setup Python
+    - uses: actions/checkout@v4
+    - name: Install poetry
+      run: pipx install poetry
+    - name: Set up python
+      id: setup-python
       uses: actions/setup-python@v4
       with:
-        python-version: 3.11
-    - name: Install APT
-      run: |
-        sudo apt update
-    - name: Install and configure Poetry
-      uses: snok/install-poetry@v1
-      with:
-        version: 1.6.1
-        virtualenvs-path: ~/local/share/virtualenvs
-    - id: cache-pipenv
-      uses: actions/cache@v3
-      with:
-        path: ~/.local/share/virtualenvs
-        key: venv
+        python-version: '3.11'
+        cache: poetry
     - run: poetry install --without develop,doc,lint --all-extras
     - name: Run test suite
       run: |
@@ -45,7 +35,7 @@ jobs:
         path: |
           coverage.xml
           .coverage
-    - name: Archive code coverage results
+    - name: Archive unit test results
       uses: actions/upload-artifact@v3
       with:
         name: test-report
@@ -77,24 +67,16 @@ jobs:
     runs-on: ubuntu-latest
     needs: test
     steps:
-    - name: Check out repository code
-      uses: actions/checkout@v4
-    - name: Setup Python
+    - uses: actions/checkout@v4
+    - name: Install poetry
+      run: pipx install poetry
+    - name: Set up python
+      id: setup-python
       uses: actions/setup-python@v4
       with:
-        python-version: 3.11
-    - id: cache-pipenv
-      uses: actions/cache@v3
-      with:
-        path: ~/.local/share/virtualenvs
-        key: venv
-    - name: Install and configure Poetry
-      uses: snok/install-poetry@v1
-      with:
-        version: 1.6.1
-        virtualenvs-path: ~/local/share/virtualenvs
-    - run: |
-        poetry install --only test --all-extras
+        python-version: '3.11'
+        cache: poetry
+    - run: poetry install --only test --all-extras
     - uses: actions/download-artifact@v3
       with:
         name: code-coverage-report
@@ -113,22 +95,15 @@ jobs:
     runs-on: ubuntu-latest
     needs: test
     steps:
-    - name: Setup Python
+    - uses: actions/checkout@v4
+    - name: Install poetry
+      run: pipx install poetry
+    - name: Set up python
+      id: setup-python
       uses: actions/setup-python@v4
       with:
-        python-version: 3.11
-    - name: Install and configure Poetry
-      uses: snok/install-poetry@v1
-      with:
-        version: 1.6.1
-        virtualenvs-path: ~/local/share/virtualenvs
-    - id: cache-pipenv
-      uses: actions/cache@v3
-      with:
-        path: ~/.local/share/virtualenvs
-        key: venv
-    - name: Check out repository code
-      uses: actions/checkout@v4
+        python-version: '3.11'
+        cache: poetry
     - run: |
         poetry build
     - name: Archive builds
diff --git a/poetry.lock b/poetry.lock
index c17cde3..5e31b8b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,12 @@
 
 [[package]]
 name = "accelerate"
-version = "0.23.0"
+version = "0.24.0"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "accelerate-0.23.0-py3-none-any.whl", hash = "sha256:fba5065ff4e7c8f0a39df50785023703cd9bf8388073aa13c6457920f3bc5225"},
-    {file = "accelerate-0.23.0.tar.gz", hash = "sha256:2139d219fa9a37773c4279c9afebe9f681f2f29e85a29b0be8d76257bd8e4abe"},
+    {file = "accelerate-0.24.0-py3-none-any.whl", hash = "sha256:04bb1483c90eacb3beb2687cb54950d8caf9a0b93432f6b2d42efebbb6c0491e"},
 ]
 
 [package.dependencies]
@@ -233,15 +232,18 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.13.0"
+version = "2.13.1"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
-    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
+[package.dependencies]
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
@@ -276,29 +278,29 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.10.0"
+version = "23.10.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "black-23.10.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:f20ff03f3fdd2fd4460b4f631663813e57dc277e37fb216463f3b907aa5a9bdd"},
-    {file = "black-23.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d3d9129ce05b0829730323bdcb00f928a448a124af5acf90aa94d9aba6969604"},
-    {file = "black-23.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:960c21555be135c4b37b7018d63d6248bdae8514e5c55b71e994ad37407f45b8"},
-    {file = "black-23.10.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:30b78ac9b54cf87bcb9910ee3d499d2bc893afd52495066c49d9ee6b21eee06e"},
-    {file = "black-23.10.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:0e232f24a337fed7a82c1185ae46c56c4a6167fb0fe37411b43e876892c76699"},
-    {file = "black-23.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31946ec6f9c54ed7ba431c38bc81d758970dd734b96b8e8c2b17a367d7908171"},
-    {file = "black-23.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:c870bee76ad5f7a5ea7bd01dc646028d05568d33b0b09b7ecfc8ec0da3f3f39c"},
-    {file = "black-23.10.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:6901631b937acbee93c75537e74f69463adaf34379a04eef32425b88aca88a23"},
-    {file = "black-23.10.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:481167c60cd3e6b1cb8ef2aac0f76165843a374346aeeaa9d86765fe0dd0318b"},
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-    {file = "black-23.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:47c4510f70ec2e8f9135ba490811c071419c115e46f143e4dce2ac45afdcf4c9"},
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-    {file = "black-23.10.0.tar.gz", hash = "sha256:31b9f87b277a68d0e99d2905edae08807c007973eaa609da5f0c62def6b7c0bd"},
+    {file = "black-23.10.1-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:ec3f8e6234c4e46ff9e16d9ae96f4ef69fa328bb4ad08198c8cee45bb1f08c69"},
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+    {file = "black-23.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ed45ac9a613fb52dad3b61c8dea2ec9510bf3108d4db88422bacc7d1ba1243d"},
+    {file = "black-23.10.1-cp39-cp39-win_amd64.whl", hash = "sha256:6d23d7822140e3fef190734216cefb262521789367fbdc0b3f22af6744058982"},
+    {file = "black-23.10.1-py3-none-any.whl", hash = "sha256:d431e6739f727bb2e0495df64a6c7a5310758e87505f5f8cde9ff6c0f2d7e4fe"},
+    {file = "black-23.10.1.tar.gz", hash = "sha256:1f8ce316753428ff68749c65a5f7844631aa18c8679dfd3ca9dc1a289979c258"},
 ]
 
 [package.dependencies]
@@ -414,13 +416,13 @@ redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
+    {file = "cachetools-5.3.2-py3-none-any.whl", hash = "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"},
+    {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
 ]
 
 [[package]]
@@ -911,34 +913,34 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "41.0.4"
+version = "41.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "cryptography-41.0.4-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:35c00f637cd0b9d5b6c6bd11b6c3359194a8eba9c46d4e875a3660e3b400005f"},
-    {file = "cryptography-41.0.4-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cecfefa17042941f94ab54f769c8ce0fe14beff2694e9ac684176a2535bf9714"},
-    {file = "cryptography-41.0.4-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e40211b4923ba5a6dc9769eab704bdb3fbb58d56c5b336d30996c24fcf12aadb"},
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 [[package]]
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 [[package]]
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