news1 years ago
MemGPT: Towards LLMs as Operating Systems
docs.letta.com →•September 10, 2024
Comprehensive documentation explaining the core MemGPT concept of treating LLMs as operating systems with virtual memory hierarchies. The article details how MemGPT implements paging between limited context windows and unlimited external storage, enabling agents to maintain coherent long-term state.
Why it matters: MemGPT's OS-inspired architecture provides a proven paradigm for managing the fundamental constraint of limited context windows in current LLM systems.
memgptarchitectureoperating-systems
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