GitHub - mshumer/gpt-prompt-engineer
GitHub - mshumer/gpt-prompt-engineerhttps://github.com/mshumer/gpt-prompt-engineer

GitHub - mshumer/gpt-prompt-engineer

🚀 Dive into prompt engineering with GitHub's gpt-prompt-engineer! 🤖 Harness GPT-4 and GPT-3.5-Turbo for generating top-notch prompts. 🧪 Test prompts rigorously with an ELO rating system. 💡 Customize and contribute to the future of prompt design with this MIT-licensed tool by mshumer. #AI #ML

  • Prompt engineering is like alchemy, relying on experimentation to find effective prompts.
  • gpt-prompt-engineer utilizes GPT-4 and GPT-3.5-Turbo for prompt generation.
  • The system tests prompts against test cases using an ELO rating system.
  • ELO ratings start at 1200 and change based on prompt performance.
  • The Classification Version handles classification tasks with evaluation and scoring.
  • Optional logging with Weights & Biases and Portkey for prompt chain tracing.
  • Setup involves adding OpenAI API key, selecting model type, and defining use-case and test cases.
  • Generating optimal prompts involves specifying the number of prompts to create.
  • Contributions to expanding prompt generators and adding features are encouraged.
  • The project is MIT licensed and maintained by Matt Shumer.
  • For an even more advanced experience, consider signing up for the Personal Assistant.
  • Multiple contributors are involved in developing the project across different languages.