Why LLM Data Processing Pipelines Fail: UC Berkeley Research Insights | LangChain Interrupt

Hey everyone, my name is Shrea. I am finishing up my PhD at UC Berkeley, so that's quite exciting for me. Um, and I'm here to give you a different kind of talk.This is about research, what we're learning through research and how to help people build reliable LLM pipelines. Just to give a picture of the kind of research that we do at Berkeley. This is around data processing agents.What do I mean by data processing. Organizations have lots of unstructured data documents that they want to extract and analyze, ...