PAL - Program Aided Language Model (PAL)

Using streamlit, openai 'text-davinci-003'/'gpt-3.5-turbo-instruct' and Langchain to create a program aided language model. They are achieve state of the art results on math word problems. This project is a proof of concept to see if we can make an application to help people with their math problems by using a language model to help them understand the problem better.

Use an LLM -> decompose the problem into runnable steps -> run program in PY IDE -> return results to user.

Learn more by reading the paper or visiting the website.

Installation

To install requirements, make a virtual environment and run:

make venv/bin/activate

# activate the virtual environment
source venv/bin/activate

make install

Usage

To run the app, make sure you are in the virtual environment and run:

make run

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License

Apache 2.0