Talking with machines
Talking with machines
Mark Corbett Wilson
Homegrown LLMs and Retrieval Augmented Generation (RAG) technologies
1 hour 10 minutes Posted Feb 26, 2025 at 8:43 pm.
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In today’s conversation Ruben Puentedura acknowledges the limitations of “AI”, shares his research and experience with Retrieval Augmented Generation (RAG) technologies, and talks about the affordances of home grown LLMs (Large Language Models) combined with external resources. We are joined by Bryan Alexander and Tom Haymes.

Dr. Puentedura is the Founder and President of Hippasus, a consulting practice focusing on transformative applications of information technologies to education.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

https://arxiv.org/pdf/2404.16130

Code a simple RAG from scratch

https://huggingface.co/blog/ngxson/make-your-own-rag

More from Ruben Puentedura https://www.linkedin.com/in/rubenpuentedura/

Tom Haymes: https://www.linkedin.com/in/tomhaymes/
Bryan Alexander: https://bryanalexander.org/
Mark Corbett Wilson: https://www.linkedin.com/in/markcorbettwilson/

Talking with machines by Mark Corbett Wilson @mcorbettwilson on social media