Direct product vs categorical product

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Is what we call direct products (of groups, vector spaces, modules,...) actually the same as what we call categorical products? Why the word "direct"?

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no, direct sums are biproducts (coproducts and products). But what one usually writes as infinite "direct sum" is an infinite coproduct.