diff --git a/.github/workflows/code-linting.yml b/.github/workflows/code-linting.yml
index 9e51650..19e21db 100644
--- a/.github/workflows/code-linting.yml
+++ b/.github/workflows/code-linting.yml
@@ -21,7 +21,7 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Setup Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Installing flake8 and Upgrade pip
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 6dafd4f..49424c6 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -22,7 +22,7 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Setup Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: "3.12"
     - name: Install build tools
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index ca0f8b2..3ba42b5 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -21,7 +21,7 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Setup Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies