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mshumer/gpt-prompt-engineer

An automated system that generates, tests, and ranks LLM prompts based on task descriptions and test cases.

9.7k stars Jupyter Notebook LLMOps · Eval
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This Jupyter notebook-based tool automates prompt engineering for LLMs. Users input a task description and test cases, and the system uses AI models to generate multiple prompt variations, evaluate them against the test cases, and rank their performance. The repository includes versions leveraging GPT, Claude 3 Opus, and Claude 3 Haiku, with the Opus version also supporting multi-variable input and auto-generated test cases.

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