CrewAI Weather Chatbot

A sophisticated weather chatbot powered by CrewAI, providing real-time weather updates and forecasts for any location worldwide.

🌟 Features

• Real-time weather information for any city
• Current conditions including temperature, humidity, and weather description
• 3-day weather forecasts
• Extreme weather alerts
• Powered by Tomorrow.io weather API
• Automated workflow using CrewAI

🛠️ Technology Stack

• Python 3.8+
• CrewAI for agent-based automation
• LangChain for tool management
• Tomorrow.io Weather API
• OpenAI for natural language processing

📁 Project Structure

CrewAI_Weather_Chatbot/
├── .env                  # Environment variables
├── requirements.txt      # Project dependencies
├── main.py              # Main application file
├── config/
│   └── config.py        # Configuration settings
├── agents/
│   └── weather_agent.py # Weather agent definition
├── tools/
│   └── weather_tools.py # Weather API tools
└── tasks/
    └── weather_tasks.py # Task definitions

🚀 Getting Started

1. Clone the repository:

   git clone https://github.com/ProactiveAIAgents/CrewAI_Weather_Chatbot.git
   cd CrewAI_Weather_Chatbot

2. Install dependencies:

   pip install -r requirements.txt

3. Set up environment variables: Create a .env file with your API keys:

   OPENAI_API_KEY=your_openai_api_key
   TOMORROW_API_KEY=your_tomorrow_api_key
   

4. Run the application:

   python main.py

📸 Screenshots

Project Structure

The organized directory structure of the CrewAI Weather Chatbot

Weather Report Example

Sample weather report output for Miami

Agent Configuration

Configuration of the Weather Information Analyst agent

📝 Usage

1. Start the application
2. Enter a city name when prompted
3. Receive detailed weather information including:
   • Current temperature and conditions
   • Humidity levels
   • Weather description
   • Any extreme weather warnings
   • 3-day forecast summary

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🎓 Skills Learned

• CrewAI Development

  • Building and orchestrating autonomous AI agents
  • Agent task delegation and coordination
  • Custom tool creation for agents

• API Integration & Data Handling

  • RESTful API integration with Tomorrow.io
  • JSON data parsing and manipulation
  • Error handling and API rate limiting
  • Environment variable management

• Python Best Practices

  • Object-oriented programming principles
  • Clean code architecture
  • Modular design patterns
  • Type hinting and documentation

• Development Workflow

  • Git version control
  • Environment management
  • Project structuring
  • Documentation writing

• AI/ML Concepts

  • Natural Language Processing (NLP)
  • Prompt engineering
  • AI agent behavior configuration
  • LLM integration and optimization