https://github.com/bounebrayan/luca

An interactive chatbot application that utilizes transfer learning on GPT-2, designed for engaging and amusing conversations.
https://github.com/bounebrayan/luca

ai chatbot conversation fine-tuning gpt-2 machine-learning python web-interface

Last synced: about 2 months ago
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An interactive chatbot application that utilizes transfer learning on GPT-2, designed for engaging and amusing conversations.

• Host: GitHub
• URL: https://github.com/bounebrayan/luca
• Owner: BounebRayan
• Created: 2023-05-29T10:45:24.000Z (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2025-01-24T00:32:36.000Z (about 1 year ago)
• Last Synced: 2025-07-23T02:41:28.365Z (8 months ago)
• Topics: ai, chatbot, conversation, fine-tuning, gpt-2, machine-learning, python, web-interface
• Language: JavaScript
• Homepage: https://chatbot-ppp-rt-3.vercel.app
• Size: 195 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Luca

 

Luca is a chatbot powered by a GPT-2 machine learning model. Designed to entertain and engage, ChatMind features both frontend and backend components, enabling a seamless conversational experience.  

## Features

- **Engaging and really amusing Conversations**: AI-driven responses provide an interactive chat experience.  

- **GPT-2 Integration**: Built using transfer learning to enhance GPT-2 capabilities for conversations.  

- **Seamless Functionality**: Fully integrated frontend and backend for a complete application.*

## Screenshots

![shot6](https://i.ibb.co/HpJq50p/241837883-8aaae84b-2df2-455f-8c0f-d10fda3d3685.png)

![shot7](https://i.ibb.co/RBLnWhW/241837917-68379919-2d85-4019-8b3a-531cd6ada584.png)

_Above: A glimpse of the funny and engaging responses I got while chatting with the model_

### Prerequisites  

Ensure you have the following installed:  

- **Node.js** and **npm** for the frontend.  

- **Python** and **pip** for the backend.  

## Backend Setup

-Navigate to the backend directory of the project and install the required **transformers** dependency

```bash

pip install transformers

```

- Download the GPT-2 model file from [this link](https://drive.google.com/file/d/1XYYWyIYbZfPRpO5FsCGwKL-HMp5arU01/view?usp=share_link) and place it in the backend folder with app.py.

## Running the Application

1- Start the frontend server

2- Start the backend server in a separate terminal

3-Open http://localhost:3000 in your browser to access the chatbot.