UC Berkeley unveils MemGPT: Applying OS architecture to LLMs for unlimited context

Combining an OS-inspired architecture with an LLM for unbounded context via memory paging

"In MemGPT, a fixed-context LLM processor is augmented with a tiered memory system and a set of functions that allow it to manage its own memory." - From the project site.

Large language models like GPT-3 have revolutionized AI by achieving impressive performance on natural language tasks. However, they are fundamentally limited by their fixed context wi…