Hi Joshua, I came across this thread while doing some research on how to integrate the SpamBayes filter with a Win32 application. If you have written the step by step guide you mentioned in one of your messages, I'd love to read it. If not, any pointers you can give me about your experiences would be welcome. Thanks, Manoj Ku.