metadata

title: AgriBot - AI Agricultural Assistant
emoji: 🌾
colorFrom: green
colorTo: emerald
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

🌾 AgriBot - AI Agricultural Assistant

An intelligent agricultural chatbot powered by AI that provides expert farming guidance, crop cultivation advice, pest management strategies, and comprehensive agricultural knowledge.

Features

🧠 AI-Powered Intelligence: Advanced AI models for conversational agricultural advice
🌱 Comprehensive Database: Extensive knowledge base covering crops, diseases, pests, and fertilizers
💡 Professional Guidance: Practical advice from cultivation to harvest
🛡️ Integrated Pest Management: Sustainable pest and disease control strategies
🌾 Multi-Crop Support: Rice, Wheat, Corn, Tomato, Potato, and more

How to Use

Type your agricultural question in the chat box
Get expert AI-generated advice based on comprehensive agricultural data
Ask about specific crops, diseases, pests, fertilizers, or farming techniques
Follow the practical recommendations for better farming outcomes

Example Questions

"How to grow wheat in clay soil?"
"Best fertilizer for rice cultivation?"
"Organic pest control methods for tomatoes?"
"Disease management in potato crops?"
"Soil preparation techniques?"

Technology Stack

AI Model: Microsoft DialoGPT for conversational responses
Semantic Search: Sentence Transformers for knowledge retrieval
Frontend: Gradio with custom CSS styling
Backend: Python with comprehensive agricultural database

Deploy Your Own

Clone this repository
Install requirements: pip install -r requirements.txt
Run locally: python app.py
Deploy on Hugging Face Spaces

Helping farmers grow smarter with AI technology 🚀