AgentSlimming compresses graph-structured multi-agent systems by estimating agent importance and removing or replacing low-value agents, cutting token costs by up to 78.9% with negligible performance loss.
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AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems
AgentSlimming compresses graph-structured multi-agent systems by estimating agent importance and removing or replacing low-value agents, cutting token costs by up to 78.9% with negligible performance loss.