Complete procedures with a way back.

The error: externally-managed-environment means pip has refused to modify an Ubuntu-managed Python installation. This guide shows how to identify the interpreter you are using, preserve operating-system package ownership, and choose the correct safe route: apt for Ubuntu packages, a project virtual environment for libraries, pipx for command-line applications, or an isolated container for disposable work.