Weaviate Podcast

ChatArena with Yuxiang Wu - Weaviate Podcast #47!


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Hey everyone, thank you so much for watching the Weaviate podcast! I am so excited about this episode! ChatArena is a software framework for multi-agent chat games. There are quite a few interesting applications of this, firstly we can use this kind of system to evaluate the intelligence of an LLM based on how intelligent it sounds in conversation with another LLM! Another interesting idea is to have the LLM impersonate people such as Lex Fridman or Sam Altman and simulate conversations between these people -- retrieving from their digital content to facilitate the impersonation. I thought there was so many interesting ideas in this podcast, please let us know what you think!

Links:
ChatArena on GitHub (please give it a star!) - https://github.com/chatarena/chatarena
Twitter thread from Yuxiang describing the launch of ChatArena - https://twitter.com/YuxiangJWu/status/1643633046208249856
Chapters
0:00 Welcome Yuxiang!
0:38 What is ChatArena?
2:38 Impersonating People with LLMs
4:58 Weaviate and ChatArena
8:14 Generative Feedback Loops
11:10 Chat Games
16:30 Scientific Peer Review Discussions
20:05 Code Repos and Multi-Agent LLMs
23:05 Scaling Multi-Agent LLMs
25:16 Role Evolution in Startups
26:00 Evolution of Multi-Agent RL Research
29:22 AlphaGo and MCTS Text Generation
36:55 Hallucination in Role Maintenance
41:15 Evaluating LLMs with ChatArena
45:40 ChatGPT Marketplace and Tool Use
50:30 Upcoming work from Yuxiang and ChatArena!

...more
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