This tutorial was developed for the Monte Carlo Methods in Advanced Statistics Applications and Data Analysis school (18-22 November 2013, MPI Munich). There are accompaning slides.
It should kickstart you to
Make sure you have pymultinest installed correctly. Then, go get started with Example 1!