https://github.com/guhan-tofu/chatbot

This is a chatbot made for any website. By manipulating the intents.json file you can change this chatbot to answer as desired specific to your website
https://github.com/guhan-tofu/chatbot

chatbot css html javascipt python pytorch

Last synced: 4 days ago
JSON representation

This is a chatbot made for any website. By manipulating the intents.json file you can change this chatbot to answer as desired specific to your website

• Host: GitHub
• URL: https://github.com/guhan-tofu/chatbot
• Owner: guhan-tofu
• License: mit
• Created: 2024-06-24T11:29:24.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-06-24T12:55:30.000Z (7 months ago)
• Last Synced: 2024-11-13T17:51:10.353Z (2 months ago)
• Topics: chatbot, css, html, javascipt, python, pytorch
• Language: CSS
• Homepage:
• Size: 35.2 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ChatBot

A chatbot made using predefined intents and a pytorch model which can be manipulated by just changing the contents of the intents.json as well as some minor tweaking in model if necessary. 

# Gathering Data

In order to gather data, either use my web-scraper and get info on your desired website or if you have the info use chatgpt to enter this prompt

"Make me a json file with clearly defined tags, intents and responses based on (____insert your information___) and make it suitable for a chatbot"

It should return the correct prompt, if not use the json template given.

# Installing Dependencies

`pip install flask`

`pip install flask-cors`

`pip install torch`

`pip install nltk`

`pip install numpy`

# Running the Code

`python nltk_utils.py` - uncomment the third line on the first run

`python model.py`

`python train.py`

`flask run` - let the chatbot file run in background

Open the [frontend-standalone](https://github.com/guhan-tofu/ChatBot/tree/main/standalone-frontend) file in another window and run with debugging