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AgriBot is an AI chatbot that assists farmers with crop recommendations 🌾 and plant disease diagnosis 🌿. Leveraging SVM models and data insights πŸ“Š, it offers smart, real-time guidance for precision farming 🚜.

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RaunakSachdeva2004/AgriBot---Crop-Recommendation-System

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AgriBot - AI-Powered Agricultural Chatbot

🌱 AgriBot is an AI-powered chatbot designed to assist farmers by recommending crops 🌾 and diagnosing plant diseases 🌿 using Support Vector Machine (SVM) models. It analyzes soil, climate, and environmental factors 🌍 to provide accurate, data-driven insights πŸ“Š for better farming decisions. With an intuitive chatbot interface πŸ’¬, AgriBot simplifies agricultural guidance, making it accessible to all farmers. 🚜

πŸš€ Features

  • Crop Recommendation: Suggests optimal crops based on soil, climate, and other conditions.
  • Plant Disease Diagnosis: Identifies plant diseases based on user inputs and provides preventive measures.
  • User-Friendly Chatbot Interface: Interactive and easy-to-use conversation-based system.
  • Data-Driven Insights: Uses machine learning for accurate predictions.

πŸ›  Tech Stack

  • Backend: Python (Flask/Django)
  • Machine Learning: Support Vector Machine (SVM)
  • Database: MySQL
  • Frontend: HTML, CSS, JavaScript

πŸ“¦ Installation & Setup

  1. Clone the repository:
    git clone https://github.com/yourusername/AgriBot.git
    cd AgriBot
  2. Install dependencies:
    pip install -r requirements.txt
  3. Set up the database (MySQL):
    CREATE DATABASE agribot_db;
  4. Run the application:
    python app.py
  5. Open the chatbot in your browser.

🎯 Future Improvements

  • Integration with IoT sensors for real-time soil analysis.
  • Multi-language support for farmers worldwide.
  • Mobile application version.

About

AgriBot is an AI chatbot that assists farmers with crop recommendations 🌾 and plant disease diagnosis 🌿. Leveraging SVM models and data insights πŸ“Š, it offers smart, real-time guidance for precision farming 🚜.

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