Advancing the frontier of AI systems with memory

Conversational AI has witnessed remarkable advancements with models like GPT, which excel in generating human-like text. However, a critical limitation of these models, including ChatGPT, lies in their inability to maintain coherent dialogue across extended conversations. Contextual retention and coherence degradation hinder the seamless flow of conversation, leading to disjointed interactions.

In this video, we look at MemGPT, a new way to give AI unlimited memory/context windows, breaking the limitation of highly restrictive context sizes. We first review the research paper, then I show you how to install MemGPT, and then we have special guests!

In this tutorial, we discuss and show how to run MemGPT - an LLM with the potential for infinite context understanding.

MemGPT, standing for Memory-GPT, is a system devised to enhance the performance of Large Language Models (LLMs) by introducing a more advanced memory management scheme, helping to overcome the challenges posed by fixed context windows. Below are some of the key features of MemGPT: