An AI-powered platform that acts as a protective shield for the environment by monitoring and analyzing real-time conditions.

EcoShield provides real-time environmental monitoring, risk assessment, and personalized advice to help users understand and respond to environmental conditions in their area.

• Interactive map visualization of pollution and risk zones
• Environmental risk summaries
• Preventive advice based on local conditions
• AI-powered chat assistant for environmental queries
• Historical environmental data analysis

• Frontend: React.js with CopilotKit
• Backend: Python FastAPI
• Data Sources: Tavily, weather APIs
• Storage: Appwrite, Mem0
• Monitoring: Keywords AI

• Node.js, Python 3.10+, Appwrite Cloud account
• Tavily API key (https://tavily.com)
• Mem0 account & key (https://mem0.ai)
• Keywords AI token (https://keywords.ai)
• CopilotKit setup (https://docs.copilotkit.ai)

1. Install dependencies:

   npm install
   

2. Make sure the .env file has your API keys:

   NEXT_PUBLIC_BACKEND_URL=http://localhost:8000
   NEXT_PUBLIC_COPILOT_API_KEY=local-development
   

3. Start the development server:

   npm run dev
   

1. Navigate to the backend directory:

   cd backend
   

2. Create a virtual environment:

   python -m venv venv
   source venv/bin/activate  # On Windows: venv\Scripts\activate
   

3. Install dependencies:

   pip install -r ../requirements.txt
   

4. Start the FastAPI server:

   uvicorn main:app --reload