natural language to latex

this tool converts user input for any mathematical equation or expression into its latex equivalent making use of LLM. the latex obtained is converted to a jpeg file and saved in the /output folder - thus the user can make use of the image or just the plain latex text obtained

features

• Converts natural language mathematical expressions and equations to LaTeX
• Generates jpeg images of LaTeX expressions

Example

Input: "integral of x squared from 0 to 1"

Output:

• LaTeX: \int_0^1 x^2 \, dx
• Image: (image preview)

examples for the images generated using this project have been added within the examples folder Given below are some images that were generated using this project

1. a 2x2 matrix with its determinant

2. bayes theorem

3. correlation coefficient r

installation

run the following command

git clone https://github.com/Amm4r03/natural-language-to-latex

requirements

install python packages using the following command : (packages mentioned in requirements.txt)

pip install -r requirements.txt

this project also makes use of pdflatex which comes installed with MiKTeX and can be downloaded from here

Usage

• When running the project for the first time, start by getting your API key up and running from cohere which provides fairly decent LLM usage under the free tier
• run the start_here.py and enter the API key obtained from cohere to get your API key saved to the .env file
• run the app.py file
• the output images obtained will be stored in the /output folder and the latex obtained for the expression will be displayed in the terminal