Icon by simpleicons
Train your own Natural Language Processor straight from your browser!
Laice allows you to build, train, and classify your own sentences via a Web UI. Laice can also communicate with your applications through a RESTful API.
In other words, laice aims to be a free, open sourced alternative to api.ai, luis.ai, and wit.ai
Laice turns words into meanings (with enough training data), for example:
Jack lives in Berlin
-> {'person': 'Jack', 'location': 'Berlin'}
Tutu really likes bananas
-> {'person': 'Tutu', 'food': 'bananas'}
Close the door
-> {'action': 'close', 'object': 'door'}
git clone https://github.com/kendricktan/laice.git
cd laice
npm install -g bower
bower install
pip3 install -r requirements.txt
# Optional, doing this will yeild more accurate
# predictions, however will have a slower startup
# time. Its downloading pre-processed data.
python3 -m spacy.en.download --force all
python3 manage.py migrate
python3 manage.py runserver
Then navigate to http://127.0.0.1:8000
to view your own Natural Language Processor!
Currently we're using React
frontend coupled with a django
backend. JavaScript files are written in jsx
and then compiled to js
using gulp.
To get started with frontend development, make sure you have npm
, bower
, gulp
installed globally.
npm install -g bower
npm install -g gulp
npm install
bower install
gulp
To get started with backend development, make sure you have installed everything in the requirements installed
pip install -r requirements