🔮 MemGPT: The Future of LLMs with Unlimited Memory

This video is a complete guide to MemGPT - which is a brand new LLM Operating System released by researchers from the university of Berkeley. In this deep dive, we explore how MemGPT is changing the game for large language models (LLMs) by providing what virtually unlimited token or prompt size. We will explore their paper and and a step-by-step demonstration of how to download MemGPT and run it locally on your machine.
🔍 Inside This Video:
- A thorough exploration of MemGPT's groundbreaking memory management.
- How MemGPT compares to other leading AI models in handling extensive data.
- A practical guide to deploying MemGPT with your AI systems.
📘 MemGPT paper: arxiv.org/abs/2310.08560
💻 MemGPT GitHub: github.com/cpacker/MemGPT
00:00 - Introduction
01:27 - MemGPT architecture
02:51 - Main Context IN MemGPT
05:00 - External Context IN MemGPT
08:15 - MemGPT Experiment Results
11:30 - MemGPT Limitations
12:31 - MemGPT Download
15:15 - MemGPT Demo
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#MachineLearning #DeepLearning

[@sajjaddehghani8735]

A fascinating explanation of the MEMGPT project, 👍

[@J3R3MI6]

MemGPT is beautiful and smart 💎

[@s11-informationatyourservi44]

❤thank you for this easy to grasp tutorial❤

[@lalpremi]

Thank you for sharing, that was an excellent introduction, have a great day :-)

[@LordYodel]

what would be great is to have a full tutorial, how to setup and train your own model. Starting with a free model version, but then fine-tuning with your own dataset. Possible? From scratch. All you need, step by step. thanks a bunch

[@chrislesner]

Current open source models seem not good enough yet for the required function calling. Pause video at 12:09 and read about current limitations.

[@LordYodel]

@@chrislesner I see. Sorry for the confusion. I actually meant not a LLM model. I meant to feed a model like gpt with custom data stored in a mysql databse. For example, I feed my database with my personal information, my personal taste, habits, food I like to eat, my believes, etc. and then use langchain to connect with the database and output the results. Would be great to show how to setup and integrate the whole thing to a simple wordpress website.

[@robertsutkowski3170]

Thank You 😊

[@randomancy]

Am I able to run MEMGPT from my google colab? I'm going to try, I am just wondering what is required to do so

[@RAHUDAS]

I find it is bit similar with RAG approach, Can anydoby tell me how it different from RAG ???

[@EnricoGolfettoMasella]

I want the WhatsApp of this beautiful and intelligent woman 😍

[@seakyle8320]

thumb up for the cute girl.

[@dyablohunter]

Marry me!