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Model2Vec embedding backend — static distilled models, zero native deps.
Default model: minishlab/potion-multilingual-128M (BGE-M3 distilled, 1024-dim).
Falls back to minishlab/potion-base-8M (256-dim) if the multilingual model
is not available.