Quassel has no way to save its IRC chat logs by default. But Quassel wiki provides a Python program to do this job easily. The program name is dumplog. The dumplog program is free software (GNU GPL). Here some instruction about how to dump (save) Quassel database (chat log) into a text file. Thank you Ramon Klass for creating dumplog.