Initializing tables from flat files

I have several tables of data represented as newline-delimited records
of tab-delimited fields in flat files.

What is the easiest way (e.g. in psql) to initialize PostgreSQL tables
from these flat files? Is there a way to do this without writing a
bazillion INSERT statements?

Thanks!

kj