No Priors: AI, Machine Learning, Tech, & Startups | No Priors Ep. 57 | With LangChain CEO and Co-Founder Harrison Chase @NoPriorsPodcast | Uploaded March 2024 | Updated October 2024, 2 hours ago.
Companies are employing AI agents and co-pilots to help their teams increase efficiency and accuracy, but developing apps that are trained properly can require a skillset many enterprise teams don’t have. This week on No Priors, Sarah and Elad are joined by Harrison Chase, the CEO and co-founder of LangChain, an open-source framework and developer toolkit that helps developers build LLM applications. In this conversation they talk about the gaps in open source app development, what it will take to keep up with private companies, the importance of creating prompts that can be compatible with many API models, and why memory is so undeveloped in this space.

Show Notes:
0:00 Introduction to LangChain
1:45 Managing an open source environment
4:30 Developing useful AI agents
10:03 Sophistication and limitations of AI app development
14:17 Switching between model APIs
17:10 Context windows, fine tuning and functionality
21:37 Evolution of AI open source environment
23:53 The next big breakthroughs