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MaxSim can replicate inner products of k-sparse vectors with minimal representation space, but its extension, Signed MaxSim, unlocks capabilities that standard methods can't match.
On-device RAG gets a major efficiency boost: a unified model slashes context size by 90% without sacrificing accuracy.
