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About
Automatically generate, test, and rank prompts for optimal performance in various tasks, revolutionizing the art of prompt engineering.
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Summary
gpt-prompt-engineer is a tool that generates, tests, and ranks prompts for optimal performance based on a provided use-case and test cases.
Features
- Prompt Generation: Using GPT-4 and GPT-3.5-Turbo, gpt-prompt-engineer can generate a variety of possible prompts.
- Prompt Testing: The system tests each prompt against all the test cases, comparing their performance and ranking them using an ELO rating system.
- ELO Rating System: Each prompt starts with an ELO rating of 1200 and changes based on performance, allowing for easy identification of the most effective prompts.
- Classification Version: A version of gpt-prompt-engineer designed for handling classification tasks.
- Weights & Biases Logging: Optional logging of configuration settings, prompts, test cases, and ranked ELO ratings to Weights & Biases.
- Portkey: Optional tool for logging and tracing prompt chains and their responses.
Use Cases
- Generating prompts for a variety of use-cases and test cases
- Testing and ranking prompt performance using an ELO rating system
- Handling classification tasks
- Logging configuration settings, prompts, test cases, and ranked ELO ratings using Weights & Biases
- Logging and tracing prompt chains and their responses using Portkey
Pricing
Free
$0
per user/month
Team
$3.67
per user/month for the first 12 months*
Enterprise
$19.25
per user/month for the first 12 months*
