nivora-ai 1.0.0
Comprehensive Python SDK for deploying, scaling, and monetizing AI agents across multiple blockchain networks
License: MIT
Requires Python: >=3.8.1
Keywords: ai, blockchain, agent, deployment, ethereum, polygon, solana, defi, cross-chain, monetization

# 🚀 Nivora AI SDK

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**The Future of AI Agent Deployment on Blockchain**

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[🌐 Website](https://nivora-ai.com) • [📚 Documentation](https://docs.app-nivoraai.com) • [💬 Telegram](https://t.me/Nivora_AI) • [🐦 Twitter](https://twitter.com/Nivora_AI)

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## 🌟 Overview

Nivora AI SDK is a comprehensive Python-based framework that revolutionizes AI agent deployment across multiple blockchain networks. With zero-configuration deployment, automated scaling, and built-in monetization, developers can focus on building intelligent agents while Nivora handles the complex infrastructure.

## ✨ Key Features

### 🤖 AI Agent Management
- **Multi-Type Agents**: Trading, DeFi, NFT, Analytics, Governance, and Custom agents
- **Intelligent Deployment**: Zero-configuration deployment across multiple blockchains
- **Auto-Scaling**: Dynamic scaling based on demand and performance metrics
- **Real-time Monitoring**: Comprehensive health checks and performance analytics

### ⛓️ Multi-Blockchain Support
- **Ethereum**: Full EVM compatibility with gas optimization
- **Polygon**: High-speed, low-cost transactions
- **Binance Smart Chain**: Enterprise-grade performance
- **Solana**: Lightning-fast execution and minimal fees

### 💰 Built-in Monetization
- **Flexible Payment Models**: Pay-per-use, subscription, or custom pricing
- **Cross-Chain Payments**: Accept payments in multiple cryptocurrencies
- **Revenue Analytics**: Detailed insights into agent performance and earnings
- **Automated Billing**: Smart contracts handle payment processing

### 🔗 Cross-Chain Interoperability
- **Seamless Transfers**: Move assets between different blockchain networks
- **Unified API**: Single interface for multi-chain operations
- **Bridge Integration**: Automated cross-chain bridge management
- **State Synchronization**: Keep agent state consistent across chains

## 📊 Performance Metrics

```mermaid
graph TD
    A[Deployment Request] --> B{Agent Type}
    B -->|Trading| C[Trading Logic]
    B -->|DeFi| D[DeFi Protocols]
    B -->|NFT| E[NFT Operations]
    B -->|Analytics| F[Data Processing]
    B -->|Custom| G[User Logic]
    
    C --> H[Multi-Chain Deployment]
    D --> H
    E --> H
    F --> H
    G --> H
    
    H --> I[Ethereum]
    H --> J[Polygon]
    H --> K[BSC]
    H --> L[Solana]
    
    I --> M[Monitoring & Analytics]
    J --> M
    K --> M
    L --> M
    
    M --> N[Revenue Tracking]
    M --> O[Performance Optimization]
```

## 🚀 Quick Start

### Installation

```bash
# Install via pip
pip install nivora-ai

# Install via npm (JavaScript/TypeScript support)
npm install nivora-ai

# Install with optional dependencies
pip install nivora-ai[solana,analytics,dev]
```

### Basic Usage

```python
from nivora_ai import NivoraAI, AgentConfig, AgentType

# Initialize Nivora AI
nivora = NivoraAI(api_key="your-api-key")

# Create agent configuration
config = AgentConfig(
    name="My Trading Agent",
    agent_type=AgentType.TRADING,
    description="Automated trading agent for DeFi protocols",
    networks=["ethereum", "polygon"],
    auto_scale=True,
    monetization_enabled=True
)

# Deploy agent
agent = await nivora.create_agent(config)
print(f"Agent deployed: {agent.id}")

# Execute task
result = await agent.execute({
    "action": "trade",
    "token_pair": "ETH/USDC",
    "amount": 1.0,
    "strategy": "dca"
})
```

### FastAPI Integration

```python
from fastapi import FastAPI
from nivora_ai.api import create_nivora_app

# Create FastAPI app with Nivora AI
app = create_nivora_app()

# Run the application
if __name__ == "__main__":
    import uvicorn
    uvicorn.run(app, host="0.0.0.0", port=8000)
```

## 📋 Supported Agent Types

| Agent Type | Description | Use Cases | Supported Networks |
|------------|-------------|-----------|-------------------|
| 🔄 **Trading** | Automated trading strategies | DeFi, CEX arbitrage, Market making | ETH, POLYGON, BSC |
| 💎 **DeFi** | Decentralized finance operations | Yield farming, Liquidity provision, Lending | ETH, POLYGON, BSC |
| 🖼️ **NFT** | Non-fungible token management | Minting, Trading, Marketplace operations | ETH, POLYGON, SOL |
| 📊 **Analytics** | Data analysis and insights | Market analysis, Portfolio tracking, Risk assessment | All Networks |
| 🏛️ **Governance** | DAO and voting mechanisms | Proposal creation, Voting automation, Treasury management | ETH, POLYGON |
| ⚙️ **Custom** | User-defined logic | Custom business logic, Integration services | All Networks |

## 🏗️ Architecture Overview

```mermaid
graph TB
    subgraph "User Layer"
        UI[Web Interface]
        API[REST API]
        WS[WebSocket]
        SDK[Python SDK]
    end
    
    subgraph "Nivora AI Core"
        AM[Agent Manager]
        DM[Deployment Manager]
        MM[Monetization Manager]
        CM[Cross-Chain Manager]
    end
    
    subgraph "Blockchain Networks"
        ETH[Ethereum]
        POLY[Polygon]
        BSC[Binance Smart Chain]
        SOL[Solana]
    end
    
    subgraph "Infrastructure"
        DB[(Database)]
        CACHE[(Redis Cache)]
        QUEUE[Task Queue]
        MONITOR[Monitoring]
    end
    
    UI --> API
    API --> AM
    WS --> AM
    SDK --> AM
    
    AM --> DM
    AM --> MM
    AM --> CM
    
    DM --> ETH
    DM --> POLY
    DM --> BSC
    DM --> SOL
    
    AM --> DB
    AM --> CACHE
    DM --> QUEUE
    MM --> MONITOR
```

## 💡 Advanced Features

### Automated Scaling

```python
from nivora_ai import ScalingConfig

scaling_config = ScalingConfig(
    min_instances=1,
    max_instances=10,
    cpu_threshold=70,
    memory_threshold=80,
    scale_up_cooldown=300,  # 5 minutes
    scale_down_cooldown=600  # 10 minutes
)

await agent.configure_scaling(scaling_config)
```

### Cross-Chain Operations

```python
# Transfer assets between chains
transfer_result = await nivora.cross_chain_transfer({
    "source_network": "ethereum",
    "destination_network": "polygon",
    "token": "USDC",
    "amount": 1000,
    "recipient": "0x..."
})
```

### Revenue Monitoring

```python
# Get revenue analytics
revenue_data = await nivora.get_revenue_analytics(
    agent_id="agent_123",
    start_date="2025-06-10",
    end_date="2025-06-11"
)

print(f"Total Revenue: {revenue_data.total_revenue} ETH")
print(f"Transaction Count: {revenue_data.transaction_count}")
```

## 📈 Performance Benchmarks

| Metric | Ethereum | Polygon | BSC | Solana |
|--------|----------|---------|-----|--------|
| **Deployment Time** | ~2 minutes | ~30 seconds | ~45 seconds | ~15 seconds |
| **Transaction Speed** | 15 TPS | 7,000 TPS | 2,000 TPS | 65,000 TPS |
| **Average Gas Cost** | $5-50 | $0.01-0.1 | $0.1-1 | $0.00025 |
| **Confirmation Time** | 12 seconds | 2 seconds | 3 seconds | 400ms |
| **Uptime SLA** | 99.9% | 99.9% | 99.9% | 99.9% |

## 🔧 Configuration

### Environment Variables

```bash
# Core Configuration
NIVORA_API_KEY=your-api-key
NIVORA_ENVIRONMENT=production
NIVORA_LOG_LEVEL=INFO

# Database Configuration
DATABASE_URL=postgresql://user:pass@localhost/nivora
REDIS_URL=redis://localhost:6379

# Blockchain Configuration
ETHEREUM_RPC_URL=https://mainnet.infura.io/v3/your-key
POLYGON_RPC_URL=https://polygon-rpc.com
BSC_RPC_URL=https://bsc-dataseed.binance.org
SOLANA_RPC_URL=https://api.mainnet-beta.solana.com

# Security
JWT_SECRET_KEY=your-jwt-secret
ENCRYPTION_KEY=your-encryption-key
```

### Agent Configuration Options

```python
agent_config = {
    "name": "My Agent",
    "agent_type": "trading",
    "version": "1.0.0",
    "networks": ["ethereum", "polygon"],
    "auto_scale": True,
    "max_instances": 5,
    "min_instances": 1,
    "monetization_enabled": True,
    "execution_parameters": {
        "max_gas_price": "50000000000",  # 50 gwei
        "slippage_tolerance": 0.01,      # 1%
        "retry_attempts": 3
    },
    "environment_variables": {
        "TRADING_STRATEGY": "conservative",
        "RISK_TOLERANCE": "medium"
    },
    "resource_limits": {
        "cpu": "500m",
        "memory": "1Gi",
        "storage": "10Gi"
    }
}
```

## 🌐 API Reference

### REST API Endpoints

```http
# Agent Management
GET    /agents                    # List all agents
POST   /agents                    # Create new agent
GET    /agents/{id}               # Get agent details
PUT    /agents/{id}               # Update agent
DELETE /agents/{id}               # Delete agent
POST   /agents/{id}/execute       # Execute agent task
GET    /agents/{id}/status        # Get agent status

# Deployment Management
GET    /deployments               # List deployments
POST   /deployments               # Create deployment
GET    /deployments/{id}          # Get deployment details
DELETE /deployments/{id}          # Terminate deployment

# Monetization
POST   /monetization/payments     # Process payment
GET    /monetization/revenue      # Get revenue analytics
GET    /monetization/configs      # List payment configs

# Monitoring
GET    /monitoring/health         # System health check
GET    /monitoring/metrics        # System metrics
GET    /monitoring/alerts         # System alerts
GET    /monitoring/logs           # System logs

# Cross-Chain
POST   /cross-chain/transfer      # Initiate cross-chain transfer
GET    /cross-chain/bridges       # List available bridges
GET    /cross-chain/status/{id}   # Get transfer status
```

### WebSocket Events

```javascript
// Connect to WebSocket
const ws = new WebSocket('wss://api.nivora-ai.com/ws');

// Subscribe to events
ws.send(JSON.stringify({
    type: 'subscribe',
    topic: 'agent_updates',
    agent_id: 'agent_123'
}));

// Handle events
ws.onmessage = (event) => {
    const data = JSON.parse(event.data);
    console.log('Agent update:', data);
};
```

## 🔒 Security Features

- **🔐 End-to-End Encryption**: All data encrypted in transit and at rest
- **🔑 API Key Authentication**: Secure API key management with rate limiting
- **🛡️ Smart Contract Audits**: All contracts audited by leading security firms
- **🔒 Multi-Signature Wallets**: Enhanced security for fund management
- **📊 Real-time Monitoring**: 24/7 security monitoring and threat detection

## 🤝 Contributing

We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.

### Development Setup

```bash
# Clone repository
git clone https://github.com/Nivora-AI/nivora-sdk.git
cd nivora-sdk

# Install dependencies
pip install -e .[dev]

# Run tests
pytest

# Format code
black nivora_ai/

# Type checking
mypy nivora_ai/
```

## 📄 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## 🆘 Support

- **📚 Documentation**: [docs.app-nivoraai.com](https://docs.app-nivoraai.com)
- **💬 Community**: [Telegram](https://t.me/Nivora_AI)
- **🐦 Updates**: [Twitter](https://twitter.com/Nivora_AI)
- **📧 Email**: [support@nivora-ai.com](mailto:support@nivora-ai.com)
- **🐛 Issues**: [GitHub Issues](https://github.com/Nivora-AI/nivora-ai/issues)

## 🗺️ Roadmap

```mermaid
timeline
    title Nivora AI Development Roadmap
    
    section Q1 2025
        Core SDK Release        : Multi-chain support
                                : Basic agent types
                                : REST API
        
    section Q2 2025
        Advanced Features       : WebSocket support
                                : Advanced scaling
                                : Enhanced monitoring
        
    section Q3 2025
        Enterprise Edition      : Custom integrations
                                : Advanced analytics
                                : Enterprise security
        
    section Q4 2025
        Ecosystem Expansion     : Plugin marketplace
                                : Third-party integrations
                                : Mobile SDKs
```

### Upcoming Features

- [ ] **GraphQL API** - Advanced querying capabilities
- [ ] **Mobile SDKs** - iOS and Android support  
- [ ] **Visual Agent Builder** - Drag-and-drop agent creation
- [ ] **AI-Powered Optimization** - Automatic performance tuning
- [ ] **Decentralized Governance** - Community-driven development
- [ ] **Layer 2 Integration** - Optimism, Arbitrum support
- [ ] **Enterprise Dashboard** - Advanced management interface
- [ ] **Compliance Tools** - Regulatory compliance automation

---

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**Built with ❤️ by the Nivora AI Team**

[🌐 nivora-ai.com](https://nivora-ai.com) • [📧 support@nivora-ai.com](mailto:support@nivora-ai.com)

*Empowering the future of AI on blockchain, one agent at a time.*

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