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Merge, Ensemble, and Cooperate! A Survey on Collaborative LLM Strategies

Deep Papers

CHAPTER

Enhancing Multi-Step Agents Through Reflection and Collaboration

This chapter emphasizes the significance of adding a reflection phase in the creation of multi-step agents to improve response quality, while examining the cost-performance trade-offs. The discussion also highlights parallels between collaborative model strategies and multi-agent systems, fostering a connection within the community of listeners.

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