siPintar
Chatbot Deep Neural Network for Bahasa Indonesia
siPintar, Indonesian Chatbot Deep Neural Network
siPintar is an indonesian chatbot built with NLP technique combine with MLP algorithm for your business need. Built with multi layer perceptron and you can customize with your own datasets.
Screenshot
Usage
If you want to train with your own datasets, checkout pengetahuan.json file
after that you have to run bot.py to train your own models and you are using
respon.py to classify and make a response chat with it.
Go to chatbot -> model -> pengetahuan.json(to suit with your own data)
$ python bot.py
$ python respon.py
if error while you run the respon.py:
please edit this code based on your environment
in respon.py
sys.path.append('/Users/detikcom/Documents/skripsi/')
os.environ.setdefault("DJANGO_SETTINGS_MODULE", "siPintar.settings")
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
...
Contributors
Contributors on GitHub
Third party libraries
- see Tensorflow
- see tflearn
- see Pysastrawi
- see nltk
- see django
How-to use this code
$ git clone https://github.com/kunci115/siPintar.git
$ pip install -r requirements.txt
$ python manage.py makemigrations
$ python manage.py migrate
$ python manage.py runserver
...