Agent System Project

A production-ready AI agent system built with Google Cloud's Vertex AI Agent Engine. This project demonstrates deploying and managing AI agents at scale using Google Cloud infrastructure.

🚀 Features

• Fully managed AI agent deployment
• Scalable cloud infrastructure
• Session management and persistence
• Secure authentication via Google Cloud IAM
• Professional monitoring and logging
• REST API endpoints for agent interaction

📋 Prerequisites

• Python 3.9+
• Poetry for dependency management
• Google Cloud CLI
• Google Cloud project with Agent Engine API enabled
• Proper IAM permissions

🛠️ Installation

# Clone the repository
git clone [your-repo-url]
cd agent-system

# Install dependencies
poetry install

# Configure Google Cloud
gcloud auth login
gcloud config set project agent-101-457716

🔧 Configuration

Set up your environment variables:

GOOGLE_CLOUD_PROJECT=agent-101-457716
GOOGLE_CLOUD_LOCATION=us-central1
GOOGLE_CLOUD_STAGING_BUCKET=agent-101-staging

📦 Deployment

Deploy your agent to Agent Engine:

poetry run python deployment/remote.py --create

🔌 Usage

Create a Session

poetry run python deployment/remote.py --create_session --resource_id=687792901685510144

Send Messages

poetry run python deployment/remote.py --send \
    --resource_id=687792901685510144 \
    --session_id=YOUR_SESSION_ID \
    --message="Your message here"

🏗️ Project Structure

agent-system/
├── deployment/
│   ├── remote.py      # Deployment management
│   └── utils.py       # Utility functions
├── agent/
│   ├── core.py        # Core agent logic
│   └── tools.py       # Agent tools
├── tests/             # Test suite
├── poetry.lock        # Lock file
└── pyproject.toml     # Project configuration

📊 Monitoring

Monitor your agent through Google Cloud Console:

• Cloud Monitoring for metrics
• Cloud Logging for logs
• Cloud Trace for performance analysis

🔑 Security

• Authentication via Google Cloud IAM
• Encrypted communication
• Secure session management
• Rate limiting and quota management

📝 License

[Your chosen license]

🤝 Contributing

[Your contribution guidelines]