Data Exchange Podcast (Episode 187): Jerry Liu of LlamaIndex

Jerry Liu is CEO and co-founder of LlamaIndex, an open source project and startup that builds tools that enable teams to augment LLMs with their own private data.
**Sections** ↓
LlamaIndex - origin story - 00:01:08
LlamaIndex and Vector Databases - 00:03:10
LlamaIndex and LangChain - 00:04:26
LlamaIndex - who are the typical users? - 00:06:49
Prototypical uses cases - 00:10:31
How does LlamaIndex integrate an LLM input prompt and provide context with my private data? - 00:12:34
The emerging stack around embedding-based lookups - 00:17:14
LlamaIndex and next-gen AI applications - 00:20:59
Metadata filters - 00:26:28
Customizing LlamaIndex - 00:30:22
Revisiting the Modern Data Stack - 00:32:24
Incremental updates and streaming - 00:35:18
What about enterprise features? - 00:27:20
Decoupling of state and compute - 00:40:55
Custom LLMs - 00:45:59
LlamaIndex roadmap - 00:50:15