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A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition

Project description

TChatBot license dependencies pull issues python

TChatBot

A ChatBot framework to make customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition

Basic Requirements:

  1. RAM > 4GB (For training the model)
  2. Storage Space > 200MB
  3. GPU RAM >=4 GB (optional)
  4. Python >= 3.5

Installation

(a). Install using pip (b). Clone the repository (dev testing)

(a) Install Using pip:

Pre-Requisites:

  1. An Empty folder
  2. A virtual environment (using normal python or conda python)

Setting up the Pre-Requisites:

Step 1: Create an empty folder say Demo.

Step 2: Open the folder and open terminal from that folder location.

Step 3: Create Virtual Environment

  1. Either Using virtualenv (strictly for non-conda users, optional for conda users)
  2. Or Using conda (for conda users only)

Choose any one of the above 2 steps based on conda or non-conda users

1. Install virtualenv using pip (for both non-conda and conda users)

    pip install virtualenv==20.0.14

(1.a) Run the command to create virtual environment:

    virtualenv .

(1.b) Activate virtual environment by running the command:

    .\Scripts\activate

(1.c) (Demo) in the left of terminal indicates that the environment is activated

2. Create virtual environment (for conda users only), skip if step 1 is done:

    conda create -n TChatBot

(2.a) Activate virtual environment by running the command:

    conda activate TChatBot

(2.b) (TChatBot) in the left of terminal shows that the environment is activated

Install the latest TChatBot package using pip:

    pip install TChatBot

Congrats, You installed all the required dependencies :)

Usage:

(Must run within the virtual environment):

Chat with TensorChat Bot:

    tchatbot -chat

Train the Chatbot:

    tchatbot -train

Create Custom Dataset commandline

    tchatbot -create

Check Current classes trained

    tchatbot -classes

Check Model Pipeline Configurations

    tchatbot --config

Check Version:

    tchatbot -v

For any help/guidance regarding commands:

    tchatbot -h

Project details


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