Because its exact location can vary slightly based on engine type (4.0L vs. 2.5L) and specific options, using a repair manual or searching online for images of a 2001 Jeep Wrangler fuel filter replacement will help you pinpoint it precisely. Pictures will be far more helpful than a general description.