diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
index 86f82d36..7cda706b 100644
--- a/.github/workflows/build-docs.yml
+++ b/.github/workflows/build-docs.yml
@@ -12,7 +12,7 @@ jobs:
       - uses: actions/checkout@v5
 
       - name: Set up Python 3.9
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.9
 
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index c93d2ab7..2bbb6517 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -18,7 +18,7 @@ jobs:
       - uses: actions/checkout@v5
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.x'
 
diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml
index a0d7a0db..2b93fc99 100644
--- a/.github/workflows/python-test.yml
+++ b/.github/workflows/python-test.yml
@@ -20,7 +20,7 @@ jobs:
       - uses: actions/checkout@v5
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
     
@@ -72,7 +72,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: "Setup Python"
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: 3.9