Also known as Hamel basis, algebraic basis, basis of a vector space, vector basis, base
subset of a vector space that allows defining coordinates
A basis is a minimal set of vectors in a vector space that can be combined together to create any other vector in that space, much like how a few basic ingredients can be mixed to make many different dishes. It matters because having a basis lets mathematicians and scientists assign coordinates to vectors, making it easier to perform calculations and understand the structure of complex mathematical spaces.
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Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).