MemAgent: Learning to Manage Heterogeneous Memory Providers for LLM Agents
MemAgent, featuring a content-aware routing architecture and a training-data synthesis pipeline, is proposed, featuring a content-aware routing architecture and a training-data synthesis pipeline that improves average accuracy and outperforms every individual memory method across all three benchmarks.
Yong-Xian Wei, Yi-Lin Zhao, Run-Xi Cheng et al.
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