GPT Prompt Engineer
Automates the generation, testing, and ranking of AI prompts to identify the most effective ones for a given task.
소개
Navigating the unpredictable nature of prompt engineering, GPT Prompt Engineer simplifies the process of finding optimal AI prompts. Users provide a task description and test cases, and the system autonomously generates a multitude of potential prompts. It then rigorously tests each prompt against the provided scenarios, employing an ELO rating system to compare and rank their performance. This iterative approach helps identify the most effective prompts, supporting various models like GPT-4, GPT-3.5-Turbo, and Claude 3 Opus, including advanced functionalities like auto-generating test cases and optimizing cost/latency with Opus-to-Haiku conversion.
주요 기능
- Claude 3 Opus to Haiku Conversion for Cost/Latency Optimization
- Support for GPT-4, GPT-3.5-Turbo, and Claude 3 Opus
- ELO Rating System for Prompt Ranking
- Automated Prompt Generation & Testing
- 9,544 GitHub stars
- Specialized Classification Prompt Engineering
사용 사례
- Developing and evaluating prompts for AI classification models
- Optimizing AI prompts for text generation tasks (e.g., headlines, emails)
- Benchmarking and ranking various AI prompts for performance
