diff --git a/.github/workflows/codeql-analysis_v3.yml b/.github/workflows/codeql-analysis_v3.yml
index d06cce1a5..a284d7691 100644
--- a/.github/workflows/codeql-analysis_v3.yml
+++ b/.github/workflows/codeql-analysis_v3.yml
@@ -38,7 +38,7 @@ jobs:
       uses: actions/checkout@v4
 
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
           python-version: '3.x'
     - name: Install dependencies
@@ -51,9 +51,9 @@ jobs:
 
         python -m pip install --upgrade pip
         pip install -r requirements.txt
-        # Set the `CODEQL-PYTHON` environment variable to the Python executable
+        # Set the `CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION` environment variable to the Python executable
         # that includes the dependencies
-        echo "CODEQL_PYTHON=$(which python)" >> $GITHUB_ENV
+        echo "CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION=$(which python)" >> $GITHUB_ENV
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
diff --git a/.github/workflows/pythonpackage_future3.yml b/.github/workflows/pythonpackage_future3.yml
index da7007b97..3bc2c1174 100644
--- a/.github/workflows/pythonpackage_future3.yml
+++ b/.github/workflows/pythonpackage_future3.yml
@@ -22,9 +22,9 @@ jobs:
         python-version: ['3.9', '3.10', '3.11', '3.12']
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies