AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628 episode artwork

EPISODE · May 8, 2023 · 41 MIN

AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628

from The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) · host Sam Charrington

Today we’re joined by Jerry Liu, co-founder and CEO of Llama Index. In our conversation with Jerry, we explore the creation of Llama Index, a centralized interface to connect your external data with the latest large language models. We discuss the challenges of adding private data to language models and how Llama Index connects the two for better decision-making. We discuss the role of agents in automation, the evolution of the agent abstraction space, and the difficulties of optimizing queries over large amounts of complex data. We also discuss a range of topics from combining summarization and semantic search, to automating reasoning, to improving language model results by exploiting relationships between nodes in data.  The complete show notes for this episode can be found at twimlai.com/go/628.

Today we’re joined by Jerry Liu, co-founder and CEO of Llama Index. In our conversation with Jerry, we explore the creation of Llama Index, a centralized interface to connect your external data with the latest large language models. We discuss the challenges of adding private data to language models and how Llama Index connects the two for better decision-making. We discuss the role of agents in automation, the evolution of the agent abstraction space, and the difficulties of optimizing queries over large amounts of complex data. We also discuss a range of topics from combining summarization and semantic search, to automating reasoning, to improving language model results by exploiting relationships between nodes in data.  The complete show notes for this episode can be found at twimlai.com/go/628.

NOW PLAYING

AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628

0:00 41:26

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Frequently Asked Questions

How long is this episode of The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)?

This episode is 41 minutes long.

When was this The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) episode published?

This episode was published on May 8, 2023.

What is this episode about?

Today we’re joined by Jerry Liu, co-founder and CEO of Llama Index. In our conversation with Jerry, we explore the creation of Llama Index, a centralized interface to connect your external data with the latest large language models. We discuss the...

Can I download this The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!