New Course on Letta with DeepLearning.AI Aging

Published: November 7, 2024 | Original Post

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A free course on agent memory built in partnership with Andrew Ng's DeepLearning.AI.

Course: LLMs as Operating Systems: Agent Memory

Approximately 1.5 hours of video lectures and Python notebooks covering:

• Memory fundamentals -- Why memory matters for personalizing agents
• LLM statelessness -- How to overcome the ephemeral nature of LLM interactions
• Self-editing memory -- Agents that can modify their persistent state through tool calling
• Context management as OS analogy -- How LLM context managers handle context windows like operating systems manage memory

Practical Component

One notebook guides learners through building a basic self-editing agent from scratch using MemGPT-inspired approaches.

Access

Available free on DeepLearning.AI's platform.