About the most basic line-follower available is "Herbie".Beam Wiki entry. There is a good tutorial in Junkbots, Bugbotys and Bots on Wheels (also available from other sources). If you also need soldering instructions, Solarbotics do a kit with a good PDF instruction manual.
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You don't need a computer to do it. Steve