🤖 AI Agent System with CrewAI

🚀 A powerful AI agent system built with CrewAI framework, featuring multimodal capabilities, memory integration, and diverse knowledge sources.

✨ Features

🎯 Core Capabilities

• 🖼️ Multimodal Agents

  • Image analysis using GPT-4 and Gemini models

• 🧠 Memory Integration

  • Short-term memory
  • Long-term memory
  • Entity-term memory
  • mem0

• 📚 Knowledge Sources

  • 📝 String-based documents
  • 📄 Text files
  • 📑 PDF documents
  • 📊 CSV files
  • 🔄 JSON files
  • 🌐 Custom API integrations (e.g., Weather API)

👥 Human Collaboration

• Human validation and feedback integration
• Interactive decision-making processes

🛠️ Prerequisites

• 🐍 Python 3.11+
• 🔑 API Keys:
  • OpenAI (GPT-4)
  • Google Gemini
  • Serper
  • mem0

📦 Installation

1. Clone the repository

git clone https://github.com/d-hackmt/CrewAi-Advanced.git
cd your-repo-name

2. Create a virtual environment

python -m venv venv
# On Windows
.\venv\Scripts\activate
# On macOS/Linux
source venv/bin/activate

3. Install dependencies

pip install -r requirements.txt

4. Set up environment variables

cp .env.example .env
# Edit .env with your API keys

📁 Project Structure

📦 AI-Agent-System
 ┣ 📓 crewai_advanced.ipynb    # CrewAI Advanced implementations
 ┣ 📓 knowledge.ipynb          # CrewAI Knowledge source demos
 ┣ 📓 memory.ipynb            # CrewAI Memory system examples
 ┣ 📜 multimodal-*.py         # Multimodal agent code
 ┣ 📜 memtest.py              # MemO test
 ┗ 📂 knowledge/
    ┗ 📄 company_info.json    # Sample data

🔐 Environment Variables

Required in .env:

GEMINI_API_KEY=your_key_here
OPENAI_API_KEY=your_key_here
SERPER_API_KEY=your_key_here
MEM0_API_KEY=your_key_here

🤝 Contributing

1. 🍴 Fork the repository
2. 🌱 Create your feature branch (git checkout -b feature/amazing-feature)
3. 💾 Commit your changes (git commit -m 'Add amazing feature')
4. 📤 Push to the branch (git push origin feature/amazing-feature)
5. 🔍 Open a Pull Request

📝 License

MIT License - feel free to use this project for your own purposes!

🌟 Show your support

Give a ⭐️ if this project helped you!

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