diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1f6e4cf..426b341 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -29,6 +29,7 @@ jobs:
       uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
+        cache: 'pip'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
@@ -51,6 +52,7 @@ jobs:
       uses: actions/setup-python@v6
       with:
         python-version: "3.12"
+        cache: 'pip'
         
     - name: Install build tools
       run: |