MemotivaPrompt Engineering Patterns: Optimization, Versioning, A/B Testing, and Production Best Practices

What is automatic prompt engineering (APE)?

Prompt Engineering Patterns: Optimization, Versioning, A/B Testing, and Production Best Practices

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What is automatic prompt engineering (APE)?

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Automatic Prompt Engineering, or APE, uses LLMs to generate and refine prompts automatically. The system generates candidate prompts, evaluates them on a test set, and iterates to find the best performer. APE can produce prompts that match or exceed human-written ones, and has become a standard part of modern prompt optimization tools.
arxiv.org