GPT Prompt Engineer

GPT Prompt Engineer: Crafting the Perfect Code Prompts with Precision

GPT Prompt Engineer is an open-source project hosted on GitHub that streamlines and automates the prompt creation and evaluation process. This versatile tool harnesses advanced techniques, including GPT-4 and GPT-3.5-Turbo, to generate a myriad of potential prompts and employs an ELO rating system to assess their performance.

Semrush rank: 1 billion
Location: United States of America
Release time: Oct. 2007

Features

  • Prompt Generation: Leveraging the power of GPT-4 and GPT-3.5-Turbo, GPT Prompt Engineer swiftly generates a multitude of potential prompts tailored to your specified use case and associated test cases.
  • Prompt Testing & Evaluation: Each generated prompt undergoes rigorous testing, and its performance is meticulously evaluated using the ELO rating system to ensure top-notch quality.
  • Classification Version: For tasks involving classification, this tool excels in matching expected outputs to test cases and scoring each prompt accordingly, providing invaluable assistance.
  • Weights & Biases Logging: For meticulous tracking and record-keeping, GPT Prompt Engineer offers an optional feature to log configurations, system and user prompts, test cases, and the final ELO rating for each prompt.
  • Portkey: The Portkey feature provides an optional tool for comprehensive logging and tracing of prompt chains and their corresponding responses, ensuring complete transparency.

Use Cases:

  • Automated Code Prompt Generation: Simplify the process of generating code prompts by tailoring them to your specific use case and associated test cases with ease.
  • Prompt Testing & Evaluation: Enhance your decision-making by using GPT Prompt Engineer to evaluate and compare multiple prompts effectively through the ELO rating system.
  • Ideal for Classification Tasks: For classification tasks, GPT Prompt Engineer shines by matching test case outputs to expected ‘true’ or ‘false’ outcomes, ensuring precise results.
  • Comprehensive Logging: Achieve comprehensive logging and tracking of prompt creation details, test case information, and the final ELO rating for each generated prompt, providing complete insights.

GPT Prompt Engineer is a powerful tool designed for developers, data scientists, and machine learning enthusiasts seeking automated and streamlined prompt generation and evaluation. This open-source project welcomes contributions from the community.

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