

Leveling Up: Tools and Techniques to Make AI Development More Accessible
Jan 11, 2024
Sarmad Qadri, founder and CEO of LastMile, discusses the need for software engineering rigor in AI development and the democratization of AI. Topics include AI config, AI workbook, experimentation and collaboration with generative AI frameworks. The podcast also explores the retrieval-augmented generation system, AI config and semantic retrieval as AI development tools, the concept of orchestration in software engineering teams, ETL focus and vector databases in AI data, and the importance of proper tools for AI development.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 3min
AI Development and Software Engineering
03:11 • 13min
Building the Retrieval-Augmented Generation System
16:37 • 10min
Exploring AI Config and Semantic Retrieval for AI Development
27:04 • 3min
Exploring the Concept of Orchestration in Software Engineering Teams
30:16 • 2min
ETL Focus and Vector Databases in AI Data
32:07 • 2min
The Importance of Proper Tools for AI Development
34:35 • 11min