📐 Formula Recall

A lightweight Flask web app that takes the name of a mathematical formula, queries the Ollama model (gemma3:4b), and returns the LaTeX representation of the formula. The result is displayed both as raw LaTeX and as a beautifully rendered formula using MathJax.

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🚀 Features

• Input a formula name (e.g., Quadratic Formula).
• Model responds with JSON containing the LaTeX expression.
• App extracts and displays:
  • Raw LaTeX
  • Rendered formula
• Debug-friendly: saves raw model output to gemma_raw_response.txt.

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🛠 Installation

1. Clone this repository:

   git clone https://github.com/YOUR_USERNAME/formula-renderer.git
   cd formula-renderer

2. Create a virtual environment and install dependencies:

   python -m venv venv
   source venv/bin/activate  # Linux/Mac
   venv\Scripts\activate     # Windows
   
   pip install -r requirements.txt

3. Install Ollama and pull the model:

   ollama pull gemma3:4b

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▶️ Usage

Run the app:

python app.py

Open in your browser: 👉 http://127.0.0.1:5000/

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⚠️ Notes

• Raw responses from Gemma are saved to gemma_raw_response.txt for debugging.
• If parsing fails, check that file to inspect the model output.

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🧑‍💻 Author

Made with ❤️ by Mohammed Shaan

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