Are nootropics just a big meme or do they really work?

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Everyone's talking about the "Silicon Valley entrepreneurs" taking whatever expensive supplements and stuff, but are there really brain enhancing substances that do not harm one's health?
Also do people build a tolerance to them or is it improving general brain function?