Exploring Synthetic Textbooks and Language Model Efficiency

Thank you so much for watching our paper summary video on MemGPT! MemGPT is a super exciting new work bridging together concepts in how Operating Systems manage memory and LLMs! Links: Paper: https://arxiv.org/pdf/2310.08560.pdf Andrej Karpathy on Operating Systems and LLMs: https://twitter.com/karpathy/status/1707437820045062561 Run LLM Podcast with Charles Packer: https://www.youtube.com/watch?v=4aOLxPdx1Dg SciPhi: https://github.com/SciPhi-AI/sciphi/tree/main Our perspectives on Database Agents that WRITE to Vector Databases: https://weaviate.io/blog/generative-feedback-loops-with-llms Chapters 0:00 Introduction to MemGPT 2:45 MemGPT Architecture 6:15 Operating System for LLMs 11:48 Types of Context and Storage 15:42 Control Flow 18:00 Experiments 22:04 Future Work 24:46 Personal Takeaways 30:34 Thank you for watching!