https://github.com/bounebrayan/transfer-learning-chatbot

https://github.com/bounebrayan/transfer-learning-chatbot

chatbot fine-tuning gpt-2 web-interface

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/bounebrayan/transfer-learning-chatbot
• Owner: BounebRayan
• Created: 2023-05-29T10:45:24.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-08-10T02:19:05.000Z (5 months ago)
• Last Synced: 2024-10-05T14:41:07.735Z (3 months ago)
• Topics: chatbot, fine-tuning, gpt-2, web-interface
• Language: JavaScript
• Homepage: https://chatbot-ppp-rt-3.vercel.app
• Size: 190 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### ChatBot

This project is a chatbot application that utilizes a machine learning model trained through transfer learning on GPT-2. It includes both the frontend and backend components necessary to run the chatbot.

# Features

*Engaging and amusing conversational experience

![shot7](https://github.com/BounebRayan/Chatbot-PPP-RT3/assets/125456312/8aaae84b-2df2-455f-8c0f-d10fda3d3685)

*AI-driven responses generated by the GPT-2 model

![shot6](https://github.com/BounebRayan/Chatbot-PPP-RT3/assets/125456312/68379919-2d85-4019-8b3a-531cd6ada584)

*Seamless integration of frontend and backend components

## Instructions

To run the chatbot application, follow the instructions below:

# Frontend Setup

1-Make sure you have Node.js and npm (Node Package Manager) installed on your machine.

2-Navigate to the frontend directory of the project: cd /front-end

3-Install the required dependencies by running the following command: npm install

# Backend Setup

1-Make sure you have Python installed on your machine.

2-Navigate to the backend directory of the project: cd /back-end

3-Install the required dependency: pip install transformers

4-Download https://drive.google.com/file/d/1XYYWyIYbZfPRpO5FsCGwKL-HMp5arU01/view?usp=share_link and place it in the folder with app.py.

# Running the Application

1-Start the frontend server by navigating to the frontend directory and running the following command: npm start

2-In a separate terminal or command prompt, navigate to the backend directory and start the backend server by running the following command: python app.py

3-Open your web browser and visit http://localhost:3000 to access the chatbot application.

4-Interact with the chatbot and enjoy the conversation!