The InfoQ Podcast Shreya Rajpal on Guardrails for Large Language Models
Jan 8, 2024
Shreya Rajpal, CEO and Cofounder of Guardrails AI, talks about building guardrails for large language model applications, ensuring reliability and safety, and the importance of verifying JSON outputs and string responses. They discuss where the guardrails are built in the model, limitations of prompts, and the impact of guardrails on applications such as chatbots and structured data extraction.
Chapters
Transcript
Episode notes
1 2 3 4 5
Introduction
00:00 • 2min
Building Guardrails for Large Language Models with Guardreels AI
01:30 • 2min
Ensuring Correctness of JSON and String Outputs from Large Language Models
03:42 • 4min
Guardrails in Model Abstraction
07:19 • 10min
Limitations of Prompts in Large Language Models
17:38 • 3min