GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

1 code implementation • 10 Apr 2024 • Shishir G. Patil, Tianjun Zhang, Vivian Fang, Noppapon C., Roy Huang, Aaron Hao, Martin Casado, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica

We believe this is critical to unlock the potential for LLM agents to interact with applications and services with limited (post-facto) human involvement.

Mark My Words: Analyzing and Evaluating Language Model Watermarks

1 code implementation • 1 Dec 2023 • Julien Piet, Chawin Sitawarin, Vivian Fang, Norman Mu, David Wagner

The capabilities of large language models have grown significantly in recent years and so too have concerns about their misuse.

Language Modelling

MemGPT: Towards LLMs as Operating Systems

1 code implementation • 12 Oct 2023 • Charles Packer, Sarah Wooders, Kevin Lin, Vivian Fang, Shishir G. Patil, Ion Stoica, Joseph E. Gonzalez

Large language models (LLMs) have revolutionized AI, but are constrained by limited context windows, hindering their utility in tasks like extended conversations and document analysis.

Management