diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 791f79d1f0..33cc0bd6b4 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -66,6 +66,8 @@ jobs:
       uses: actions/setup-python@v4
       with:
         python-version: '3.10.6'
+        cache: 'pip'
+        cache-dependency-path: 'pip-requirements.txt'
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL