MemAdapter: Fast Alignment across Agent Memory Paradigms via Generative Subgraph Retrieval

Xin Zhang, Kailai Yang, Chenyue Li +4

Memory mechanism is a core component of LLM-based agents, enabling reasoning and knowledge discovery over long-horizon contexts. Existing agent memory systems are typically designe…