Better Prompts Tools

Overview

Better Prompts Tools is an interactive web application built with Streamlit that helps you improve prompts using various algorithms. This tool allows users to enter a prompt and apply different algorithms to rework the text, providing insights into token counts before and after compression.

Features

• Prompt Input: Enter your original prompt in the first text box.
• Algorithm Selection: Choose from available algorithms to rework the prompt.
• Reworked Prompt Display: See the improved version of your prompt in a separate textbox.
• Token Metrics: Display token counts for both the original and reworked prompts, along with the compression ratio.

Install and run

To run this project locally, follow these steps:

• Clone the repository:

  git clone <repository_url>
  cd better-prompts-tools
  

• Create a virtual environment

  python -m venv venv
  

• Load environment

  source ./venv/bin/activate
  

• Install Python dependancies

  pip install -r requirements
  

• Run the application

  make run
  

Usage

Once you have the application running, navigate to http://localhost:8501 in your web browser.

• Enter Prompt: Input your original prompt text into the first textbox.
• Select Algorithm: Choose an algorithm from the dropdown menu to rework your prompt.
• Set parameters:
  • Rate: % compression you are looking for.
  • Processor: mps for Apple Silicon, cuda for NVIDIA, auto for others
  • Rank method: longllmlingua is better for longer prompts.
• Apply: Click "Apply" to see the reworked version of the prompt.
• Copy: Use the "Copy" button to copy the reworked prompt back to the original textbox for further iterations.