mwanajh/Multilingual-AI-Based-Mathematics

Design and Evaluation of a Multilingual AI-based Mathematics Learning Assistant for Swahili, English, and Arabic # Mathematics Assistant A local multilingual math tutor that solves problems **step by step** in **Kiswahili**, **English**, and **Arabic**. Built with **Python**, **Flask**, and **SymPy** — no API key required. ## Features - Algebra, simultaneous equations, polynomials - Differentiation and integration - Sets, logic (truth tables) - Coordinate geometry (distance, midpoint, slope, line, circle) - Functions, trigonometry - Linear programming (2 variables) - Everyday word problems (sum/difference, percent, speed, age, cost) - Multilingual UI with RTL support for Arabic ## Requirements - Python 3.10+ (3.11 or 3.13 recommended) - pip ## Setup Open a terminal and go to the project folder: ```powershell cd $HOME\Desktop\mathematics_assistant_app ``` Install dependencies: ```powershell python -m pip install -r requirements.txt ``` ## Run Start the web app: ```powershell python app.py ``` Then open your browser: **http://127.0.0.1:5001** ### How to use 1. Choose a language: **Kiswahili**, **English**, or **العربية** 2. Type a math problem (or click an example chip) 3. Click **Tatua / Solve / حلّ** 4. Read the numbered steps and final answer Tip: press **Ctrl + Enter** to submit. ## Example problems ```text 2x - 1 = 5 2x + y = 5 x - y = 1 d/dx(x^3 + 2x) integrate(x^2, (x, 0, 1)) {1,2,3} union {2,4} truth table: p AND q distance (0,0) and (3,4) f(x)=x^2+1; f(3) sin(pi/6) maximize 3x+4y x+y =0 y>=0 The sum of two numbers is 20 and the difference is 4 ``` ## Project structure ```text mathematics_assistant_app/ ├── app.py # Flask web server (port 5001) ├── solver.py # Core solver + translations ├── topics_extra.py # Sets, logic, geometry, trig, LP, word problems ├── linear_algebra.py # Matrices / vectors ├── requirements.txt ├── templates/index.html └── static/ ├── style.css └── app.js ``` ## Stop the server In the terminal where the app is running, press **Ctrl + C**. ## Troubleshooting | Problem | Fix | |----- …