What’s the BUZZ? — AI in Business Augment Your Generative AI Model With New Data (Guest: Harpreet Sahota)
Oct 30, 2023
Harpreet Sahota, a Developer Relations Expert, discusses augmenting Generative AI models with new data. Topics include techniques to improve results, building RAG-based systems, and overcoming LLM limitations. The importance of data quality and combining fine-tuning with RAG are also explored. Key takeaways include using RAG for current data, comparing fine-tuning and RAG, and building a vector store for better generation quality.
Chapters
Transcript
Episode notes
1 2 3 4 5
Introduction
00:00 • 2min
AI Comparisons and Generative AI Models
01:58 • 8min
The Importance of Data Quality in Utilizing the RAG System
10:11 • 5min
Combining Fine Tuning with RAG in Generative AI Models
14:47 • 9min
Top Three Takeaways: Retrieve-Augmented Generation and Building a Vector Store
23:40 • 2min