R.01 · 長期記憶 · 2023
MemGPT: Towards LLMs as Operating Systems
Charles Packer, Sarah Wooders, Kevin Lin, Vivian Fang, Shishir G. Patil, Ion Stoica, Joseph E. Gonzalez · arXiv preprint
Summary
Proposes virtual context management, inspired by hierarchical memory in operating systems: the system moves information between memory tiers to provide extended context within a limited context window. Evaluated on document analysis and multi-session chat.
CommentaryTreats memory as a system-level resource rather than a property of the model — one of the early statements that memory can live outside the model.