diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c231828..a63be19 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -25,7 +25,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
         
@@ -76,7 +76,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         
@@ -158,7 +158,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         
@@ -217,7 +217,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         
@@ -281,7 +281,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index cf34193..7559de3 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -25,7 +25,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: "3.10"
         
@@ -93,7 +93,7 @@ jobs:
       uses: actions/checkout@v4
       
     - 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 919a5c1..84746b0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,7 +21,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: "3.10"
         
@@ -137,7 +137,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: "3.10"
         
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index f365ed7..bf167e8 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -19,7 +19,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: "3.10"