Unsupervised Learning Ep 18: LlamaIndex CEO Jerry Liu on Trends in LLM Applications
Sep 19, 2023
Jerry Liu, CEO of LlamaIndex, discusses building enterprise-ready LLM applications and agents. Topics include retrieval augmented generation, the right level of abstraction for LlamaIndex, and underutilized features. They also touch on the pros and cons of fine-tuning, encoding external data, and naming decisions.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Building LLM Apps and Future Development
02:26 • 20min
Discussion on the Pros and Cons of RAG and Fine-Tuning in LlamaIndex's Future
22:47 • 3min
Encoding External Data and Moving to Production
25:37 • 16min
Changing Perspective on Context Windows and Moving the Law Index Repo
42:00 • 3min
Naming Decision and Developer Resources
44:34 • 2min