Line-ChatBot

This repository contains a LINE Chatbot that interacts with users to predict employee status using a RESTful API. It is similar to the Python-Web-Application-Ensemble_techniques project but requires integration with a separate bot API. Both projects are deployed on Render.

Features

• Handles user input via LINE messaging.
• Collects necessary data step by step.
• Sends collected data to the prediction API.
• Displays the prediction result to the user.
• Supports quick reply and Flex Messages for better user experience.

Project Structure

• bot.py: The main script handling LINE webhook events and interactions.
• requirements.txt: The required dependencies for the bot to function.

Deployment

1. Deploy the RESTful API project on Render: Bot RESTful API
2. Deploy this chatbot service on Render: Line Chatbot

Installation & Setup

1. Clone the repository:

   git clone https://github.com/your-username/Line-ChatBot.git
   cd Line-ChatBot

2. Install dependencies:

   pip install -r requirements.txt

3. Set up environment variables:

   export LINE_CHANNEL_ACCESS_TOKEN="your-access-token"
   export LINE_CHANNEL_SECRET="your-secret"
   export PREDICTION_API_URL="https://bot-restful-api.onrender.com/predict"

4. Run the bot locally:

   python bot.py

Usage

• Type Prediction or ทำนาย to start.
• Follow the bot's instructions to input data.
• Confirm or cancel your input.
• Receive the prediction result from the API.

Requirements

The chatbot requires the following dependencies:

flask
flask-cors
joblib
numpy
gunicorn
line-bot-sdk

License

This project is licensed under the MIT License.

📞 Contact

Author: [email protected] & [email protected]