Will --no-cache-dir in pip helps in reducing size of docker image ?

Problem Faced: I was trying to reduce the docker size of a python application. In those one of the methods, i was struck by an idea of remove pip caching. So was trying to reduce the size of the docker image in total. What is pip caching ? As per doc...