using uv

Dockerfile

@@ -4,8 +4,10 @@ FROM quay.io/jupyter/scipy-notebook:x86_64-lab-4.2.5
 # Fix: https://github.com/koalaman/shellcheck/wiki/SC3014
 SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 
+COPY --from=ghcr.io/astral-sh/uv:0.6.9 /uv /uvx /bin/
+
 COPY --chown=${NB_UID}:${NB_GID} mattergen /opt/mattergen
-RUN pip install -e /opt/mattergen \
+RUN uv pip install -e /opt/mattergen \
  && fix-permissions "${CONDA_DIR}" \
  && fix-permissions "/home/${NB_USER}"