/plushcap/analysis/zilliz/zilliz-introduction-to-memgpt-and-milvus-integration

Introduction to MemGPT and Its Integration with Milvus

What's this blog post about?

During a meetup in May, Charles Packer discussed how MemoryGPT (MemGPT) aims to solve the problem of limited memory in large language models (LLMs). MemGPT introduces a virtually extended context window inspired by computer system design. It divides the LLM context into two parts: main context and external context. The main context has a limited bandwidth, while the external context is stored on persistent storage with an infinite window. MemGPT efficiently manages information flow between the two contexts, allowing for long-context memory applications like personal assistant chatbots.

Company
Zilliz

Date published
June 8, 2024

Author(s)
Haziqa Sajid

Word count
1655

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.