Fine-tuning MemGBT for Long Conversations

Hey everyone! I am SUPER excited to publish our 73rd Weaviate Podcast with Charles Packer, the lead author of MemGPT at UC Berkeley! MemGPT presents the "Operating System for LLMs", an incredibly exciting idea to explicitly prompt the LLM with the information that it has a limited context window and give it memory management tools to behave accordingly! This was such a fun discussion with Charles diving into all things related to the paper! I hope you enjoy the podcast!! Check out MemGPT here! https://memgpt.ai/ Chapters 0:00 Welcome Charles! 0:27 LLM Operating System 4:47 Memory Management Tools 6:50 Interrupts in LLM Applications 10:15 LLM Tools 17:45 Self-Instruct Data Creation 20:50 Cost of Experiments 24:28 Explicit Context Annotation 29:40 Recall vs. Archival Storage 33:12 Page Replacement Inspiration 38:00 Creativity in AI 43:40 Evolutionary Perspective 46:18 Inspiring Future Directions 48:45 Multi-Threaded LLM Processing