I figured out how to get the git diff using gitPython.
import git
repo = git.Repo("path/of/repo/")
# the below gives us all commits
repo.commits()
# take the first and last commit
a_commit = repo.commits()[0]
b_commit = repo.commits()[1]
# now get the diff
repo.diff(a_commit,b_commit)