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Math Solver

A windows-based electron app that utilizes a LocalLLM + pix2tex api to assist in any math-related task. Works offline.

Features

A wrapper around a local llm of your choosing (configured with Deepseek r1:14b)

  • The ability to parse LaTeX from screenshots
  • Rendering menu for your own inputs w/ KaTeX
  • Different prompt options

Pipeline

LLMs utilize Ollama and are installed on through WSL, and are started in the background upon calling wsl.exe. They are hosted through http://localhost:11434/, and communicate with the app through this.

The pix2tex OCR is utilized for the parsing of screenshots, and runs as a local API through the pix2tex.cli library. The rendered input is then inserted into the textbox.

Notes

There are a few hardware limitations, ie, loading the model takes some time as the SSD needs to move it into GPU memory (a warm-up period from the first prompt).