Prompt Engineering Techniques Explained: A Practical Guide

Explore how to enhance AI outputs through prompt engineering. This video provides a detailed overview of techniques, including model parameters, prompt templates, and Snorkel’s workflow for optimizing prompts at an enterprise scale. 00:00 Welcome and Introductions 01:00 Agenda Overview 02:28 Understanding Prompt Engineering 06:02 Model Parameters Explained 10:07 Prompt Elements and Best Practices 11:57 Prompting Techniques 25:18 Understanding Unrelated Facts in Research 25:51 Correlating Distinct Facts for New Insights 26:23 Decomposing Complex Problems into Sub-Problems 28:12 Introduction to Prompt Development Use Cases 28:30 Optimizing Question Answer Prompts 29:29 Snorkel Flow's Approach to Prompt Development 32:33 Demo: Creating a New Prompt Workflow 35:59 Iterating and Refining Prompts 42:35 Comparison View and Finalizing the Best Prompt 46:46 Q&A Session 54:29 Closing Remarks and Feedback