What's AI Podcast by Louis-François Bouchard Jerry Liu on the Future of AI: LlamaIndex, LLMs, RAG, Prompting and more ! What's AI Podcast Episode 25
10 snips
Dec 18, 2023 
Jerry Liu, Co-founder and CEO of LlamaIndex, shares insights on Retrieval Augmented Generation (RAG) and LLMs in this podcast. They discuss the importance of good communication and documentation, the business aspects of LLM solutions, and the comparison of LlamaIndex with other tools. They also delve into the deep dive of RAG, the debate between RAG and fine-tuning, the importance of chunking size in RAG systems, and the relevance of prompt engineering in LLM development. The podcast concludes with a discussion on personal usage of AI tools and coding assistants.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8
Introduction
00:00 • 2min
Exploring the AI Space and Building Large Language Models
01:41 • 8min
LamaIndex: Building AI Applications and Advanced Search Analytics
09:51 • 10min
Exploring Multi-modalities and Hierarchical Document Modeling at LaminDix
19:30 • 2min
Challenges with PDFs and Improving Documentation
21:28 • 2min
Retrieval-Augmented Generation (RAG) vs Fine-tuning
23:31 • 26min
The Relevance of Prompt Engineering in LLM Development
49:24 • 4min
Personal Usage of AI Tools and Coding Assistants
53:34 • 5min