Yes you can. It will be very hard though, but try any Linux OS, then use only open source programs. There are hundreds of them, and Ubuntu, Puppy Linux, BT4, and many other Operating systems are all open source but have none open source material on them.
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Technically, yes. Linux is an operating system that can contain everything you need to have a running computer.