PlugMem: Adding Flexible Memory to Any LLM Agent

Traditional memory systems for LLM agents face critical limitations that hinder performance and scalability. Research shows that 72% of AI agents struggle to effectively reuse long interaction histories due to raw memory logs being noisy, verbose, and contextually irrelevant. For example,…