What program creates OGG files?

Could you possibly enlighten me on which software application is responsible for generating OGG files? I've been trying to find a reliable tool for converting audio files to this format, but my searches have yielded a variety of results, leaving me somewhat confused. I'd greatly appreciate if you could clarify this matter for me, as I believe it would be quite beneficial for my audio production endeavors.