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Table of Content

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Introduction:

This course is about providing your LLM Agent a Memory to keep doing what it is specified to do. This is useful because maybe you want your Agent not to only remember the chat history, but also to remember its task, names, entities, or even external databases.

Types of Memory:

  1. Conversational Memory
  2. Personalization Memory
  3. Task Memory
  4. Shared Memory

and many more.

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Letta’s Founders created the MemGPT Research Paper which talks about how LLMs can have a Memory (just like the OS), Access it, Modify it, and Update it.

Lecture 1: Implementing self-Editing Memory

Letta VS. MemGPT:

Letta: Open Source Agent Framework