diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 0525b3a..0a262cb 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -51,13 +51,17 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3.5.3
 
-      - name: Get Meson
+      - name: Setup Python with Meson
+        uses: actions/setup-python@61a6322f88396a6271a6ee3565807d608ecaddd1 # v4.7.0
+        with:
+          python-version: '>=3.10.12'
+          check-latest: true
+          cache: 'pip'
+      - run: pip install -r requirements.txt
+
+      - name: Get libmozjs
         run: |
-          sudo apt-get install -y build-essential &&
-          pip install ninja &&
-          pip install meson &&
           sudo apt-get install -y libmozjs-102-dev
-        shell: bash
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL