Sure! Here's a proposed GitHub README.md for your application:
Welcome to the repository for the Prompt Enhancer, a Streamlit web application designed to enhance your interaction with Large Language Models (LLMs) such as GPT-3.5 Turbo by OpenAI.
Prompt Enhancer takes a user input (a prompt intended for a language model) and refines it to generate optimal results. The user can then select an enhanced prompt for re-inputting into an LLM, thus increasing the efficiency of their interaction with the LLM.
- Prompt enhancement: Improves the prompt you're intending to input to LLMs.
- Multiple suggestions: Offers three differently worded prompts based on your original input.
- Explanation for each prompt: Provides reasoning for each suggestion to help understand how it improves upon the original.
- Streamlit: Open-source app framework for Machine Learning and Data Science projects.
- OpenAI API: Powers the app with language model GPT-3.5 Turbo.
- LangChain: A library to develop and manage prompt engineering techniques for Language Learning Models (LLMs).
- Clone the repository to your local machine.
git clone https://github.com/MichaelElHage/PromptEnhancer.git- Navigate to the cloned repository.
cd PromptEnhancer- Install the required Python packages.
pip install -r requirements.txt- Run the Streamlit app.
streamlit run app.py- Your browswer will automatically take you to the app page, and input your OpenAI API Key when prompted.
Contributions, issues, and feature requests are welcome! Feel free to check issues page.
Give a ⭐️ if this project helped you!
Email: elhagemi@msu.edu
Twitter: @nachloride27
GitHub: @MichaelElHage
Please replace the repository URL and other details as necessary.