MemGPT: Towards LLMs as Operating Systems

• MemGPT

  15 9,252 9.9 Python

  Create LLM agents with long-term memory and custom tools 📚🦙

Hey all, I’m the lead author on this work. Thanks to the OP for posting, and for all the interest and feedback. To clarify a few points: the goal of this work was to investigate the extent to which an LLM can manage memory and different memory hierarchies, applying lessons from operating systems. All of our code is open sourced at https://github.com/cpacker/MemGPT so you can try it out yourselves!

• tidybot

  20 490 6.4 Python

  TidyBot: Personalized Robot Assistance with Large Language Models

>they've solved reinforcement learning?

Transformers can do Reinforcement Learning yes.

https://arxiv.org/abs/2106.01345

>they can handle continuous domains, like robot motion?

Yes they can handle it just fine.

https://tidybot.cs.princeton.edu/

https://general-pattern-machines.github.io/

https://wayve.ai/thinking/lingo-natural-language-autonomous-...

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• llama.cpp

  776 57,463 10.0 C++

  LLM inference in C/C++

Suggest a related project