diff --git a/.gitea/workflows/dockerfile_runner.yaml b/.gitea/workflows/dockerfile_runner.yaml
index 4f140b6..49e9e61 100644
--- a/.gitea/workflows/dockerfile_runner.yaml
+++ b/.gitea/workflows/dockerfile_runner.yaml
@@ -17,6 +17,18 @@ jobs:
         run: |
           ls ${{ gitea.workspace }}
 
+      - name: Cache pip
+        uses: actions/cache@v3
+        with:
+          path: /root/.cache/pip
+          key: pip
+          restore-keys: pip
+
+      - name: inject cache into docker
+        uses: reproducible-containers/buildkit-cache-dance@v3.1.0
+        with:
+           cache-source: /root/.cache/pip
+
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3