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Charles Packer on MemGPT - Weaviate Podcast #73!
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
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By Weaviate
4
44 ratings
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
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