diff --git a/.github/workflows/api_doc_build.yml b/.github/workflows/api_doc_build.yml
index 3cd664a4beb..0702dc57c6e 100644
--- a/.github/workflows/api_doc_build.yml
+++ b/.github/workflows/api_doc_build.yml
@@ -72,7 +72,7 @@ jobs:
           done
 
       - name: '🐍 Setup Python ${{ env.PYTHON_VERSION }}'
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         id: setup-python
         with:
           python-version: ${{ env.PYTHON_VERSION }}
diff --git a/.github/workflows/check_diffs.yml b/.github/workflows/check_diffs.yml
index ced20078937..33a17c9780a 100644
--- a/.github/workflows/check_diffs.yml
+++ b/.github/workflows/check_diffs.yml
@@ -35,7 +35,7 @@ jobs:
       - name: '📋 Checkout Code'
         uses: actions/checkout@v5
       - name: '🐍 Setup Python 3.11'
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
       - name: '📂 Get Changed Files'
diff --git a/.github/workflows/check_new_docs.yml b/.github/workflows/check_new_docs.yml
index 1df3ac9f504..cf988ba1153 100644
--- a/.github/workflows/check_new_docs.yml
+++ b/.github/workflows/check_new_docs.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.10'
       - id: files
diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
index 089f019074d..ae942ea9c98 100644
--- a/.github/workflows/codspeed.yml
+++ b/.github/workflows/codspeed.yml
@@ -44,7 +44,7 @@ jobs:
         with:
           python-version: "3.12"
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: "3.12"