Oct. 16, 2023, 7:15 a.m. | 1littlecoder

1littlecoder www.youtube.com

From Abstract:

MemGPT (Memory-GPT), a system that intelligently manages different memory tiers in order to effectively provide extended context within the LLM’s limited context window, and utilizes
interrupts to manage control flow between itself and the user. We evaluate our OS-inspired design in two domains where the limited context windows of modern LLMs severely handicaps their performance: document analysis, where MemGPT is able to analyze large documents that far exceed the underlying LLM’s context window, and multi-session chat, where MemGPT …

abstract context context window context windows control design domains flow gpt llm llms memory modern operating system windows

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