An LLM-based framework that generates a tool-enabled, traceback-capable multi-agent system as a finite state machine from a task description, outperforming other automatic design methods on four benchmarks.
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MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines
An LLM-based framework that generates a tool-enabled, traceback-capable multi-agent system as a finite state machine from a task description, outperforming other automatic design methods on four benchmarks.