Parallelism Meets Adaptiveness: Scalable Documents Understanding in Multi-Agent LLM Systems

Chengxuan Xia, Qianye Wu, Sixuan Tian +1

Large language model (LLM) agents have shown increasing promise for collaborative task completion. However, existing multi-agent frameworks often rely on static workflows, fixed ro…