diff --git a/.github/workflows/tex-pdf.yml b/.github/workflows/tex-pdf.yml
index e99629e..5795915 100644
--- a/.github/workflows/tex-pdf.yml
+++ b/.github/workflows/tex-pdf.yml
@@ -58,12 +58,9 @@ jobs:
         uses: actions/setup-python@v3
         with:
           python-version: "3.10"
-
-      - name: Install cgel dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r cgel/requirements.txt
-
+          cache: "pip"
+      - run: pip install -r cgel/requirements.txt
+      
       - name: Install texlive
         run: sudo apt-get install texlive-latex-extra