Python Solution: Could not find a version that satisfies the requirement requirements.txt

So I recently upgraded a project to python3 and installing via pip was giving me this message

Could not find a version that satisfies the requirement requirements.txt (from versions: )
No matching distribution found for requirements.txt

The solution was to do this

pip install --upgrade -r requirements.txt