

LLMs, Retrieval Augmented Generation, Knowledge Graph, Vector Databases with Mike Dillinger
Oct 26, 2023
Mike Dillinger, an expert in linguistic machine translations and knowledge graphs, discusses the importance of knowledge graphs in generative AI, the relationship between language and reasoning in LLMs and knowledge graphs, the use of vector databases to extract meaning from text, the potential use of knowledge graphs in AI processes, and the connection between vector databases and knowledge graphs in retrieval augmented generation (RAG).
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Cocktails, Nerdy Hobbies, and Generative AI
02:12 • 5min
Language, Reasoning, and Knowledge Graphs
07:07 • 5min
Exploring Vector Databases and Knowledge Graphs
12:23 • 21min
The Potential Use of Knowledge Graphs in AI Processes
33:09 • 25min
Relationship between Vector Databases and Knowledge Graphs, Introduction of Retrieval Augmented Generation (RAG), and Discussions on Reference Architecture
58:17 • 5min
Advice, Future Guests, and Recommended Resources
01:02:58 • 3min