Prompt Playground - Opik

Interactive Prompt Engineering with Opik's Playground

This video demonstrates how to use Opik's prompting playground for hands-on prompt engineering and testing. The playground provides an interactive environment where you can craft prompts, test variations, and run experiments directly within the UI. You'll learn how to leverage versioned prompts from your library, conduct A/B testing, and seamlessly transition from prompt development to full dataset evaluation.

Key Highlights

Parallel A/B Testing: Run multiple prompt variations side-by-side to compare outputs and identify the most effective approaches for your use case
Flexible Prompt Types: Switch between system and user prompts depending on your workflow needs, from simple queries to complex system instructions
Versioned Prompt Integration: Load prompts directly from your managed prompt library, always accessing the latest committed version for consistent testing
Dataset-Driven Experiments: Integrate test datasets directly into playground sessions to run comprehensive evaluations right from the interface
Configurable Model Parameters: Adjust creativity levels, output token limits, and other model settings to fine-tune behavior for your specific requirements
Template Variable Support: Use mustache/handlebar notation (e.g., {{question}}) to create dynamic prompts that work with dataset variables
Live Version Control: Save prompt modifications directly from the playground with commit messages and metadata, creating new versions in your prompt library
Instant Experiment Creation: Generate experiments with visual feedback banners, then view comprehensive results including outputs from your Q&A datasets
Seamless Workflow Integration: Bridge the gap between prompt development, testing, and full evaluation without leaving the Opik environment