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GitHub - cpacker/MemGPT: Teaching LLMs memory management for unbounded context 📚🦙

Oct 17, 2023 - news.bensbites.co
MemGPT is a chatbot system that intelligently manages memory tiers in LLMs to provide extended context within the LLM's limited context window. It can be used on Discord and is capable of creating perpetual conversations. The system knows when to store critical information and when to retrieve it later in the chat. Users can set up MemGPT by joining Discord, messaging the MemGPT bot, and running a series of commands to create a profile and a MemGPT chatbot.

For local usage, MemGPT can be installed and run as a conversation agent in CLI mode. The system allows users to create a new starter user or persona, and it supports various commands for interaction. By default, MemGPT uses 'gpt-4', so the user's API key will require 'gpt-4' API access. For any issues or feature requests, users are encouraged to open a GitHub issue. The datasets used in the MemGPT paper can be downloaded at HuggingFace.

Key takeaways:

  • MemGPT is a system that manages different memory tiers in LLMs to provide extended context within the LLM's limited context window.
  • It can be used to create perpetual chatbots with self-editing memory and can be interacted with on Discord.
  • MemGPT can be run locally after installing dependencies and adding your OpenAI API key to your environment.
  • The system uses 'gpt-4' by default, so your API key will require 'gpt-4' API access.
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