What is 'free algebra'?

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I've been googling the definition of it, and it seems like somehow it's related to a polynomial ring.

But I still quite don't get it.

Is a free algebra just a free group with additional operation (which is multiplication)?

Can anyone give me a simple explanation of it or any reference to it?

Thanks.