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YouTube

Building Accurate Prompts for Enterprise Chatbots Using Financial Datasets

Snorkel AI via YouTube

Overview

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Learn step-by-step prompt development techniques for enterprise chatbots in this 14-minute video demonstration that focuses on financial datasets. Master the process of creating and refining prompts for collateralized loan obligations (CLOs) using Snorkel Flow, while learning to evaluate performance against expert-provided "golden answers." Discover practical methods for testing multiple prompt versions, utilizing comparison views to track improvements, and generating concise, accurate outputs for business applications. Starting with workflow creation and dataset examination, progress through model selection, initial prompt testing, and systematic refinement processes. Perfect for developers and business professionals seeking to optimize large language models (LLMs) for enterprise applications, with detailed segments covering everything from basic setup to advanced prompt engineering techniques.

Syllabus

00:00 Introduction to the Demo
01:05 Creating a New Prompt Workflow
01:42 Examining the Data Set
02:17 Selecting a Model
03:26 Running Initial Prompts
05:37 Refining the Prompts
08:11 Finalizing the Best Prompt Version
10:11 Comparison View
13:17 Conclusion

Taught by

Snorkel AI

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