ChatBot using TensorFlow in Python

By Aarya Brahmane

The chatbot is made using Python. Famous library of TensorFlow is used for making it. Basic intents are used. Chatbot can answer regarding menu and restaurant information.

The chatbot is made using Python Language. Any beginner in Natural Language Processing, should try this project. It uses the famous library of Tensorflow, which is commonly used in Machine Learning and Deep Learning.

The project is based on Natural Language Processing. The chatbot can converse with a user with basic intents and tell about menu and restaurant location. I have used tensorflow for making this chatbot.

Note:  - I have used google colaboratory for this project.

          - For using tflearn, one should depreceate the version of tensorflow to <=1.14.x

The project flow is :

1 Loading the libraries

2 Loading the data(json file of intents)

3 Preprocessing the data

4 Using Bag of Words approach

5 Building Neural Network

6 Defining the Model

7 Filtering probabilites below the threshold

8 Testing classfication and the response