advanced~3h
Automated Agent/Prompt Optimization with Opik
Using the open-source Opik Agent Optimizer to automatically improve a prompt via an LLM-critique-and-refine loop, instead of manually iterating by hand.
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Subtopics
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Exercises
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Projects
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Quiz Qs
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Flashcards
▶📚 Prerequisites(1)
🎓 Learning objectives
- •Explain why manual prompt iteration doesn't scale across models and tasks
- •Set up an Opik evaluation dataset and a scoring metric (e.g., LevenshteinRatio)
- •Run MetaPromptOptimizer to automatically improve a base prompt against a dataset
- •Interpret optimization results via result.display() and the Opik dashboard
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