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MemGPT

OS-inspired memory management for LLMs enabling infinite context and persistent agents

AI Agents
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MemGPT

OS-inspired memory management for LLMs enabling infinite context and persistent agents

MemGPT is a research project and open-source system that implements operating system-inspired memory management for large language models, enabling them to maintain persistent state across conversations and manage effectively unlimited context through tiered storage. By giving LLMs the ability to read from and write to external memory stores, MemGPT enables agents that accumulate knowledge over time and recall relevant information from past interactions. The academic paper and accompanying code have influenced subsequent approaches to agent memory, including the Letta platform that continued the MemGPT research.

Key Features

  • OS-inspired memory
  • Infinite context
  • Persistent state
  • External storage
  • Research paper
#ai-agents#memory#long-context#research#open-source

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