diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index d459e09..a57a05e 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -15,7 +15,7 @@ jobs:
     - name: Checkout source repository
       uses: actions/checkout@v5
     - name: Set up python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies for testing
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index bd6fe3f..3d273be 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -21,7 +21,7 @@ jobs:
       uses: actions/checkout@v5
 
     - name: Set up python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         cache: 'pip' # caching pip dependencies
         python-version: ${{ matrix.python-version }}
@@ -50,7 +50,7 @@ jobs:
       - name: Checkout source repository
         uses: actions/checkout@v5
       - name: Set up python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install and update pip and the build dependencies
diff --git a/.github/workflows/publish-test-pypi.yml b/.github/workflows/publish-test-pypi.yml
index 25f8c7e..d1f4c85 100644
--- a/.github/workflows/publish-test-pypi.yml
+++ b/.github/workflows/publish-test-pypi.yml
@@ -22,7 +22,7 @@ jobs:
       - name: Checkout source repository
         uses: actions/checkout@v5
       - name: Set up python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install and update pip and the build dependencies
diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
index fa58b73..17cbaf3 100644
--- a/.github/workflows/pylint.yml
+++ b/.github/workflows/pylint.yml
@@ -22,7 +22,7 @@ jobs:
     - name: Checkout source repository
       uses: actions/checkout@v5
     - name: Set up python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies for testing