Browser memory doesnt struggle when using jupyter-lab locallly with the same exact code. Even google colab which is browser based doesnt have this issue. Also breaking down it into smaller components can be done when we're moving to production but during development you are bound to use many cells to test out things. Even with an empty notebook, the UI is not exactly smooth to work with(like jupyter-lab or colab)