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# Minimal example role to provision an AI dev environment inside a Buildah working container
- name: Ensure pip present
  shell: python3 -m ensurepip || true

- name: Upgrade pip
  shell: python3 -m pip install --upgrade pip

- name: Install common data science packages
  shell: python3 -m pip install --no-cache-dir numpy pandas jupyterlab