The Data Exchange with Ben Lorica

An Open Source Data Framework for LLMs

Jul 6, 2023

49:24

AI Chapters

Episode notes

Introduction

3min

How LAMA Index Relates to Other Emerging Systems

2min

The User Base of LAMA Index

3min

The Product Hunt Phase of AI

4min

The Basic Stack for Query Performance

3min

The Role of LLM in Retrieval Augmented Architectures

4min

The Sweet Spot for LAMA Index

2min

The Future of LLM and Structured Data

2min

How to Optimize Your Query Interface

3min

10.

The Future of Foundation Models

2min

11.

Data Integration for the Age of LLM

4min

12.

How to Scale a Vector Database

2min

13.

The Future of Open Source

2min

14.

The Importance of Decoupling of State and Compute in Wama Index

4min

15.

Lama Index: A Workflow for Open Source Data Management

2min

16.

The Future of Custom Foundation Models

2min

17.

How to Build a Simple Application With Open Source Models

4min

18.

The Largest Use Case for LAMA Index

3min

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.

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Detailed show notes can be found on The Data Exchange web site.