diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a6adf69..09567de 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -4,7 +4,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
@@ -27,7 +27,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
@@ -47,7 +47,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: ${{ matrix.python-version }}
@@ -70,7 +70,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
diff --git a/.github/workflows/pre-commit_autoupdate.yml b/.github/workflows/pre-commit_autoupdate.yml
index 5e213dc..4279604 100644
--- a/.github/workflows/pre-commit_autoupdate.yml
+++ b/.github/workflows/pre-commit_autoupdate.yml
@@ -5,7 +5,7 @@ jobs:
       - uses: actions/checkout@v4
         with:
           ssh-key: ${{ secrets.SSH_DEPLOY_KEY }}
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
diff --git a/.github/workflows/prepare_release.yml b/.github/workflows/prepare_release.yml
index 589df29..e5e7d42 100644
--- a/.github/workflows/prepare_release.yml
+++ b/.github/workflows/prepare_release.yml
@@ -6,7 +6,7 @@ jobs:
       - uses: actions/checkout@v4
         with:
           ssh-key: ${{ secrets.SSH_DEPLOY_KEY }}
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
diff --git a/.github/workflows/set_active_docs.yml b/.github/workflows/set_active_docs.yml
index 1577799..6b8fbd9 100644
--- a/.github/workflows/set_active_docs.yml
+++ b/.github/workflows/set_active_docs.yml
@@ -4,7 +4,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x
diff --git a/.github/workflows/tag_release.yml b/.github/workflows/tag_release.yml
index 7a1fbe8..3e51b2e 100644
--- a/.github/workflows/tag_release.yml
+++ b/.github/workflows/tag_release.yml
@@ -8,7 +8,7 @@ jobs:
         with:
           fetch-depth: 3
           ssh-key: ${{ secrets.SSH_DEPLOY_KEY }}
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           cache: pip
           python-version: 3.x