ref: https://docs.astral.sh/uv/guides/integration/jupyter/

• to use jupyter lab with uv, we need to run uv add --dev ipykernel in our project dir
• and run uv run ipython kernel install --user --env VIRTUAL_ENV $(pwd)/.venv --name={env_display_name} to create jupyter kernel with same uv dependencies in the current project
• then, run uv run --with jupyter jupyter lab