SWIFT amortizes agentic workflow design by distilling structural priors from prior search trajectories and transferring them via few-shot LLM prompting, outperforming search-based methods by a large margin at three orders of magnitude lower per-task cost.
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Why Search When You Can Transfer? Amortized Agentic Workflow Design from Structural Priors
SWIFT amortizes agentic workflow design by distilling structural priors from prior search trajectories and transferring them via few-shot LLM prompting, outperforming search-based methods by a large margin at three orders of magnitude lower per-task cost.