Hello,
I posted this on GitHub issues, but I was redirected here for more user-like questions.
Instead of re-posting my question, here is the link to the GitHub issue.
Nevermind! I figured it out!
My $PATH was not exported. So I simply created a .bashrc and exported the $PATH to pip.