English Test Solver

This project has a goal to create a simple app for solving tests of English knowledge using modern techniques of NLP.

Architecture

The app starts inside docker containers and use a browser to interact with a user.

Backend part uses DjangoRestFramework.

Frontend part uses Vue.js.

Available test solvers

Choose a suitable word from a given list

This task is solved using two algorithms on user's CPU:

1. BERT-based model (bert-base-uncased).
2. GPT-2-based model (gpt2)

Installation

1. Install Docker
2. Install Docker Compose
3. Copy or download prepare.sh to some empty folder (it will create some directories and download some files)
4. Run prepare.sh to download the smallest amount of necessary files
5. Run docker-compose up to start services
6. Open http://localhost:8080/ and use!

To stop containers run docker-compose stop.

To remove them docker-compose rm.

Demo

Development

Look at REAMDE files of frontend and backend parts.