diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index cab9966..4a9b018 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,7 +28,7 @@ jobs:
 
             # Step 2: Set up Python environment for the specified version
             - name: Set up Python ${{ matrix.python-version }}
-              uses: actions/setup-python@v4
+              uses: actions/setup-python@v6
               with:
                   python-version: ${{ matrix.python-version }}
 
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 582caa9..27dcbc6 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -28,7 +28,7 @@ jobs:
             # Step 2: Set up Python environment
             # Using Python 3.10 for building to ensure compatibility
             - name: Set up Python
-              uses: actions/setup-python@v4
+              uses: actions/setup-python@v6
               with:
                   python-version: "3.10"
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 175b4e4..f93004c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -24,7 +24,7 @@ jobs:
             # Step 2: Set up Python environment
             # Using Python 3.10 for building to ensure compatibility
             - name: Set up Python
-              uses: actions/setup-python@v4
+              uses: actions/setup-python@v6
               with:
                   python-version: "3.10"