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Rethinking Multi-Agent Workflow Costs by harrishd76 is a document available to read on EtoBox.

This document discusses the efficiency of workflow generation in Multi-Agent Systems (MAS) that utilize large language models, questioning the necessity of query-level workflows compared to task-level workflows. The authors propose a new framework called SCALE that minimizes token usage while maintaining competitive performance, demonstrating that a small set of task-level workflows can cover a wide range of queries effectively. Empirical results show that task-level methods can significantly reduce computa

Author
harrishd76
Language
EN