diff --git a/.github/workflows/python-docs.yml b/.github/workflows/python-docs.yml
index cee7910..37d41d9 100644
--- a/.github/workflows/python-docs.yml
+++ b/.github/workflows/python-docs.yml
@@ -13,8 +13,8 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
-    - uses: actions/setup-python@v2
+    - uses: actions/checkout@v4
+    - uses: actions/setup-python@v5
       with:
         python-version: 3.x
 
@@ -24,4 +24,4 @@ jobs:
         python -m pip install -r docs/requirements-dev.txt
         
     - name: Build and deploy
-      run: mkdocs gh-deploy --force --clean --verbose
\ No newline at end of file
+      run: mkdocs gh-deploy --force --clean --verbose
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 3b30e7f..3f7b4b7 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -16,16 +16,15 @@ jobs:
       id-token: write
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: '3.x'
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        python -m pip install build
+        python -m pip install --upgrade pip build
     - name: Build package
       run: python -m build
-    - name: Publish package
-      uses: pypa/gh-action-pypi-publish@v1.8.5
+    - name: Publish package to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/python-pytest.yml b/.github/workflows/python-pytest.yml
index f1de80f..94042f5 100644
--- a/.github/workflows/python-pytest.yml
+++ b/.github/workflows/python-pytest.yml
@@ -19,7 +19,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
@@ -35,7 +35,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.x"
       - run: python -m pip install --upgrade pip build
       - name: Build package
         run: |
@@ -46,7 +48,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.x"
       - run: python -m pip install --upgrade pip ruff
       - name: Lint with Ruff
         run: |