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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!
View all episodes
By Weaviate
4
44 ratings
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!
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