How do I update/upgrade pip itself from inside my virtual environment?

tl;dr

Upgrading pip from within a virtual environment is easy. First, make sure you are in the virtual environment you want to upgrade pip in. Then, run the following command:

On Windows:

python -m pip install --upgrade pip

On other systems:

pip install --upgrade pip

This will upgrade pip to the latest version.