Developer Day
Jan 31, 2024
4:05 pm
-
4:25 pm

Adding Agentic Layers to RAG

RAG is a key concept for getting LLMs to understand your private sources of data. But the current RAG stack is quite naive, consisting of vector-based retrieval and a one-shot call to the LLM for synthesis. LLMs are developing intelligent reasoning capabilities; how can we apply these capabilities on top of your documents for much more advanced question-answering? This talk will cover some initial directions towards that.

Add to Calendar Jan 31, 2024 Jan 31, 2024 America/Los_Angeles Adding Agentic Layers to RAG RAG is a key concept for getting LLMs to understand your private sources of data. But the current RAG stack is quite naive, consisting of vector-based retrieval and a one-shot call to the LLM for synthesis. LLMs are developing intelligent reasoning capabilities; how can we apply these capabilities on top of your documents for much more advanced question-answering? This talk will cover some initial directions towards that. Main Stage | The Hibernia | 1 Jones St, San Francisco, CA 94102
Access Slides

About this session

RAG is a key concept for getting LLMs to understand your private sources of data. But the current RAG stack is quite naive, consisting of vector-based retrieval and a one-shot call to the LLM for synthesis. LLMs are developing intelligent reasoning capabilities; how can we apply these capabilities on top of your documents for much more advanced question-answering? This talk will cover some initial directions towards that.


Add to Calendar Jan 31, 2024 Jan 31, 2024 America/Los_Angeles Adding Agentic Layers to RAG RAG is a key concept for getting LLMs to understand your private sources of data. But the current RAG stack is quite naive, consisting of vector-based retrieval and a one-shot call to the LLM for synthesis. LLMs are developing intelligent reasoning capabilities; how can we apply these capabilities on top of your documents for much more advanced question-answering? This talk will cover some initial directions towards that. Main Stage | The Hibernia | 1 Jones St, San Francisco, CA 94102

Session Speaker

Jerry Liu

Co-Founder
LlamaIndex

More sessions

Developer Day
Jan 31, 2024
12:45 pm

AI-Powered AppSec With Qwiet AI

Stuart, CEO of Qwiet AI, presents the latest features of our AI powered AppSec platform and unveils our exciting roadmap for 2024.

Developer Day
Jan 31, 2024
2:25 pm

Automating Codebase Migrations With Second

Eric, founder and CEO of Second, will showcase the latest features revolutionizing complex codebase migrations. Discover the cutting-edge advancements empowering developers worldwide. Get an exclusive sneak peek into Second's ambitious roadmap for 2024.

Developer Day
Jan 31, 2024
3:40 pm

Building Reliable AI Agents for Software Development

Explore how Grit combines LLMs and compilers to deliver reliable migrations at scale