pylogfile is an open source, BSD-licensed package for generating rich logs in Python. Pylogfile enables log messages to be more useful than traditional logs by embedding markdown, optional sub-messages including additional details, timestamps, and log levels. It also provides ways to save the logs in JSON or HDF formats, with HDF providing a compact binary representation. Furthermore, the included lumberjack script allows log files to quickly be summarized, sorted and searched!