AIBullisharXiv – CS AI · Mar 56/10
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PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Researchers propose PlugMem, a task-agnostic plugin memory module for LLM agents that structures episodic memories into knowledge-centric graphs for efficient retrieval. The system consistently outperforms existing memory designs across multiple benchmarks while maintaining transferability between different tasks.