Intent based chatbot

This is an implimentation of intent base chatbot files included are a training file one demo intent json file and a class file of intentbot

How to use

You can use train.py to train your custom intent file but just check if you have named the file correct and the format of your intent.json file is also correct
Then you can use intentbot.py this file contains a complete withhold class. when passed the path to data.pickle and model path at the time of initilization. You can use its .predict method on you raw text data and it will return both the response and intent
Complete guide to train this model is here

Run with Docker

# 1. First, clone the repo
$ git clone https://github.com/sarthak7509/Intent-chat-bot.git
$ cd intent-chat-bot

# 2. Build Docker image
$ docker build -t intent-chat-bot .

# 3. Run!
$ docker run -it --rm -p 5000:5000 intent-chat-bot

Local Installation

It's easy to install and run it on your computer.

# 1. First, clone the repo
$ git clone https://github.com/sarthak7509/Intent-chat-bot.git
$ cd keras-flask-deploy-webapp

# 2. Install Python packages
$ pip install -r requirements.txt

# 3. Run!
$ python app.py