apk update
apk add py-pip

OR



You have to use appropriate pip version depending on Alpine branch:

Alpine v3.12 or newer, use apk add --update py3-pip
Alpine v3.5 - v3.11, use apk add --update py2-pip
Alpine v3.3 - v3.4, use apk add --update py-pip