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https://github.com/fcbtc1116/solana-ai-agent
Solana AI Agent is a Python platform for building AI-powered agents that interact seamlessly with the Solana blockchain. It simplifies blockchain integration, transaction management, NFT operations, and incorporates advanced AI tools for natural language commands and custom agent behaviors.
https://github.com/fcbtc1116/solana-ai-agent
agent ai aiagent python solana
Last synced: 4 days ago
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Solana AI Agent is a Python platform for building AI-powered agents that interact seamlessly with the Solana blockchain. It simplifies blockchain integration, transaction management, NFT operations, and incorporates advanced AI tools for natural language commands and custom agent behaviors.
- Host: GitHub
- URL: https://github.com/fcbtc1116/solana-ai-agent
- Owner: FCBtc1116
- Created: 2025-02-01T19:34:46.000Z (4 days ago)
- Default Branch: main
- Last Pushed: 2025-02-01T19:37:39.000Z (4 days ago)
- Last Synced: 2025-02-01T20:27:55.278Z (4 days ago)
- Topics: agent, ai, aiagent, python, solana
- Language: Python
- Homepage:
- Size: 0 Bytes
- Stars: 4
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Solana AI Agent Documentation
Welcome to the **Solana AI Agent** documentation! This Python package provides a powerful toolkit for building AI-powered agents capable of interacting with the Solana blockchain.
## Quick Start
### Installation
To install the package, use the following commands:
```bash
# Basic installation
pip install solana-agentkit
# With development tools
pip install solana-agentkit[dev]
# With documentation tools
pip install solana-agentkit[docs]
```
### Basic Usage
Here’s a simple example to get started with the **SolanaAgent** class:
```python
from solana_agentkit import SolanaAgent
# Initialize the agent with your private key and RPC URL
agent = SolanaAgent(
private_key="your_private_key",
rpc_url="your solana rpc url"
)
# Check balance
balance = await agent.get_balance()
print(f"Current balance: {balance} SOL")
# Transfer tokens
result = await agent.transfer(
to="recipient_address",
amount=1.0
)
print(f"Transfer successful: {result.signature}")
```
## Features
### Core Components
- **Agent Framework**: Easily build and deploy AI agents on Solana.
- **Transaction Tools**: Simplified methods for creating and managing transactions.
- **NFT Utilities**: Tools for creating and managing NFT collections.
- **Token Tools**: Deploy and manage SPL tokens with ease.
- **Domain Management**: Register and manage `.sol` domains.
### AI Integration
- **LangChain Support**: Integrate advanced AI capabilities for handling complex tasks.
- **OpenAI Integration**: Leverage AI for image generation, text processing, and more.
- **Custom Behaviors**: Create agent-specific personalities and behaviors.
- **Command Understanding**: Enable natural language understanding for blockchain operations.
### Blockchain Features
- Wallet management and transaction building.
- Priority fee handling for faster transactions.
- Multi-signature support for enhanced security.
## Development
### Setting Up the Development Environment
Clone the repository and set up your environment:
```bash
# Clone the repository
git clone https://github.com/fcbtc1116/solana-ai-agent
cd solana-ai-agent
# Create a virtual environment
python -m venv venv
source venv/bin/activate # For Unix-based systems
# or
.\venv\Scripts\activate # For Windows systems
# Install development dependencies
pip install -r requirements.txt
```
### Running Tests
Run the tests to ensure the system is working properly:
```bash
# Run all tests
pytest tests/
# Run with coverage
pytest --cov=solana_agentkit tests/
```
### Code Formatting and Linting
We enforce consistent code quality with tools like **Black**, **isort**, and **Pre-commit hooks**:
```bash
# Format code
black src/ tests/
# Sort imports
isort src/ tests/
```
## Project Structure
Here’s an overview of the project structure:
```
solana-agentkit/
├── docs/ # Documentation
├── src/ # Source code
│ └── solana_agentkit/
│ ├── agent/ # Agent implementations
│ ├── tools/ # Blockchain utilities and tools
│ └── utils/ # Utility functions
├── tests/ # Test suite
└── examples/ # Usage examples
```
## Planned Features
### Protocol Integrations
- **DEX Integration**: Integrating with **Jupiter** and **Orca** for seamless trading.
- **Lending**: Integration with **Solend** for borrowing and lending.
- **Staking**: Integration with **Marinade** for liquid staking.
### Analytics and Monitoring
- **On-Chain Metrics**: Provide price feeds, market volume, and portfolio tracking.
- **Alerts**: Event-based monitoring and notifications.
### Security Enhancements
- **Input Validation**: Ensures all inputs are validated before processing.
- **Transaction Simulation**: Simulate transactions to assess risks before broadcasting.
- **Advanced Rate Limiting**: Handle rate limits for transactions effectively.
### Advanced Tools
- **Yield Farming**: Utilities to support yield farming and liquidity mining.
- **Governance**: Tools for creating proposals and voting.
- **Automation**: Automate trading and portfolio rebalancing tasks.
## Contact
If you have any questions or need assistance, feel free to reach out to the repository owner.