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mathpix-ocr-demo's Introduction

README

This repo contains code to extract math equations from images using Mathpix API and generate explanations for the steps using OpenAI API.

Prerequisites

  • Python 3.7+
  • Pip
  • Virtualenv (optional)

Installation

  1. Clone the repo:
git clone https://github.com/username/repo-name.git
  1. (Optional) Create and activate a virtual environment:
virtualenv venv
source venv/bin/activate  # On Windows, use `venv\Scripts\activate
  1. Install the requirements
pip install -r requirements.txt
  1. Create a .env file with your API keys:
MATHPIX_APP_ID=YOUR_APP_ID
MATHPIX_APP_KEY=YOUR_APP_KEY

If you want immediately test if GPT understands the output, add

OPENAI_API_KEY=YOUR_API_KEY
  1. Run the code:
python main.py

This will process all images in the input folder and save the responses in the output and answers folders.

To test in OpenAI test mode, set openai_test_mode = True in main.py . This will send requests to OpenAI's test API endpoint.

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