There is a very inexpensive, effective and reliable filter that was long used in old Mexico. If you take a large block of limestone, hollow out its interior, and carve the lower side to a point, many contaminants are eliminated as water slowly seeps through the rock. Calcium and sometimes magnesium are added.
This is what it looks like in practice:
http://www.youtube.com/watch?v=OvwtpbMF3v0
Here is a two stage limestone filter:
http://i.imgur.com/SecVESo.jpg
Thanks for the links!