AgentSea.
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A deterministic, dependency-free embedder using the hashing trick: tokens are hashed into fixed-dimension buckets (bag-of-words), then the vector is L2 normalized. Texts that share words land closer together — enough for tests, local dev, and demos without pulling in an ML runtime.