💬 Medicare ChatBot

Welcome to the Medicare ChatBot repository! 🤖💊
This project introduces an intelligent chatbot designed to assist users with medical queries and provide healthcare-related information. Using Natural Language Processing (NLP) and Machine Learning (ML), the bot simulates human-like conversations, offering reliable guidance and support for non-critical medical inquiries.

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🌟 Overview

The Medicare ChatBot is built to help users access basic healthcare information without the need to visit a doctor for minor queries. It leverages cutting-edge NLP techniques to interpret user questions and provide accurate, context-aware responses.

✨ Key Features:

• Supports symptom-based queries to suggest possible conditions.
• Offers general healthcare tips and remedies.
• Provides 24/7 availability for non-critical assistance.
• User-friendly interface for seamless interaction.

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💻 Tech Stack

• Backend: Flask (Python)
• Natural Language Processing:
  • NLTK
  • SpaCy
  • Transformer Models
• Frontend: HTML, CSS, JavaScript
• Database: SQLite
• Deployment: Render, Flask Server

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🚀 Getting Started

Prerequisites

1. Python (3.7 or later)
2. Required Python Libraries (Install via requirements.txt):
   • Flask
   • NLTK
   • SpaCy
   • Pandas

Installation

1. Clone the repository:

   git clone https://github.com/durjaysamrat/Medicare-ChatBot.git  

2. Navigate to the project folder:

   cd Medicare-ChatBot  

3. Install dependencies:

   pip install -r requirements.txt  

4. Run the Flask server:

   python app.py  

5. Open the chatbot in your browser:

   http://localhost:5000  
   

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🧠 How It Works

1. User Input: The user asks a question or describes symptoms.
2. NLP Engine: The input is processed using tokenization, stemming, and entity recognition.
3. Response Generation:
   • The bot queries its database for relevant information.
   • Predefined responses are combined with AI-generated text for context-specific replies.
4. Output: The chatbot provides the response in a human-friendly format.

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🎯 Use Cases

• Symptom Checker: Offers preliminary analysis based on user-provided symptoms.
• Healthcare Tips: Provides general tips for well-being and prevention.
• Medical FAQs: Answers frequently asked questions about common conditions.

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📂 Project Structure

Medicare-ChatBot/
│
├── templates/            # HTML files for the user interface
├── static/               # CSS, JavaScript, and assets
├── app.py                # Flask application
├── chatbot_model.py      # Core logic for NLP and response generation
├── database.db           # SQLite database for medical data
├── requirements.txt      # Python dependencies
└── README.md             # Project documentation

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🖼️ Demo

🌟 ChatBot Interface:

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🤝 Contributions

Contributions are welcome! 🎉

• Report bugs or suggest new features via issues.
• Fork the repository, make changes, and submit a pull request.

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📫 Connect

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⭐ If you find this project helpful, give it a star!
Let’s make healthcare more accessible with intelligent solutions. 💡💊