A Dive into MemGPT

Ferry Djaja
4 min readNov 6, 2023

Large Language Models (LLMs) face a limitation in terms of their context window, which restricts their effectiveness in extended conversations and document analysis. To overcome this constraint, researchers have introduced a concept called virtual context management, inspired by hierarchical memory systems in traditional operating systems. This technique is implemented through MemGPT (Memory-GPT), which enables the analysis of extensive documents surpassing the inherent context window of the base model. Additionally, MemGPT is capable of facilitating multi-session chat interactions, creating conversational agents that can…

--

--