ChatBot APP

A ChatBot implementation using NLTK (Natural Language Tool Kit)

Available Scripts

In the project directory, you can run:

python chatbot.py

Model Architecture

network = tfl.input_data(shape=[None, len(training_data[0])])
network = tfl.fully_connected(network, 8) 
network = tfl.fully_connected(network, 8) 
network = tfl.fully_connected(network, len(output_data[0]), activation='softmax') 
network = tfl.regression(network)

model = tfl.DNN(network)

Dataset used

intents.json

Outputs

Accuracy === acc

Requirements

1. tensorflow==2.2.1
2. numpy==1.18.5
3. tflearn==0.5.0
4. pandas==1.0.4
5. nltk==3.7

Learn More

To Learn Python
To Know More About Numpy
To Know More About Pandas
To Know More About Tensorflow
To Know More About TFLearn
To Know More About NLTK