Chatbot in TensorFlow 1.0

The example on how to implement simple chatbot using seq2seq model in the python using tensorflow 1.0 version. In this chatbot I used attention mechanism. If you want to get more information about seq2seq model read this blog : here

Dataset

I've used the Cornell Movie Dialogs corpuse for this example. You can download it: here

Install

    Supported Python version

         - Python version used in this project: 3.5

    Libraries used

• Pandas 0.18.0
• Numpy 1.10.4
• TensorFlow 1.0.0

Code

All the core function of this chatbot is applied inside model.py.

Data preprocessing is inside preprocessing.py.

If you want to train this chatbot execute training.py

Run

After training this chatbot try running test.py and test how it is working . I want to provide chatbot with trained checkpoint file but,

it will take some time. So, right only this much is available