Greg Kamradt and Colin Harmon on LLM Agents - Weaviate Podcast #51

Hey everyone, thank you so much for watching the 51st episode of the Weaviate Podcast with Greg Kamradt and Colin Harmon! Greg and Colin are both entrepreneurs in the space of new AI tools powered by LLMs! This podcast is about keeping up with the evolution of LLM Agents from AutoGPT to connecting LLMs with Vector Databases or Wolfram Alpha, as well as the ChatGPT Marketplace, Personalized LLMs, Private LLMs, and many more! I think there are so many interesting nuggets from this podcast, thank you so much to Greg and Colin for joining, really enjoyed this one! Data Independent: https://www.youtube.com/@DataIndependent Greg Kamradt on Twitter: https://twitter.com/GregKamradt Nesh: https://hellonesh.io/ Colin Harmon on LinkedIn: https://www.linkedin.com/in/coluha/ Colin Harmon Blog: https://colinharman.substack.com/ Colin Harmon at Haystack US 2023: https://www.youtube.com/watch?v=LO3U5iqnTpk Chapters 0:00 Introduction 0:42 Backgrounds 2:43 Defining “LLM Agents” 6:12 Data-Aware LLMs 13:04 Tool Use 13:38 ChatGPT API vs. Marketplace 17:40 Personalized LLMs, LLM for Greg 19:20 PrivateGPT 25:14 AutoGPT and Chain-of-Thought Prompting 32:30 Few-Shot Examples 35:30 Early AI Signals and Open-Source 43:10 Multi-Agent LLMs 47:14 Fine-Tuning and Long Input Lengths 52:20 Greg’s LLM Wishlist Hierarchy 53:15 Keeping up with Greg and Colin!