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AutoHedge

(★ 4,252)

Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.

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Download Latest Version (.zip)

- - bug_report.md
  - feature_request.md
- - code_quality_control.yml
  - cos_integration.yml
  - docs.yml
  - docs_test.yml
  - label.yml
  - lints.yml
  - pr_request_checks.yml
  - pull-request-links.yml
  - pylint.yml
  - python-publish.yml
  - quality.yml
  - ruff.yml
  - run_test.yml
  - stale.yml
  - test.yml
  - testing.yml
  - unit-test.yml
  - welcome.yml
- dependabot.yml
- FUNDING.yml
- labeler.yml
- PULL_REQUEST_TEMPLATE.yml
- - __init__.py
  - exa_search_tool.py
  - jupiter_price.py
  - jupiter_search.py
  - polygon_api.py
  - tools_registry.py
  - ultra_tools.py
  - yahoo_api.py
- __init__.py
- __main__.py
- cli.py
- env_loader.py
- main.py
- prompts.py
- workers.py
- btc_agent.py
- crypto_agent_wrapper.py
- market_making.py
- trades_20250305_193100.csv
- trades_20250305_193129.csv
.env.example
.gitignore
example.py
LICENSE
pyproject.toml
README.md
requirements.txt

# Installation Guide

1. Get the code

git clone https://github.com/The-Swarm-Corporation/AutoHedge

Downloads the entire project code from GitHub to your computer.

cd AutoHedge

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

pip install -U autohedge

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install -U autohedge

Installs the package published on PyPI directly — no need to clone the source.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

// repository documentation

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# AutoHedge

[![Join our Discord](https://img.shields.io/badge/Discord-Join%20our%20server-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/VapjxpSyHC3) [![Subscribe on YouTube](https://img.shields.io/badge/YouTube-Subscribe-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/@kyegomez3242) [![Connect on LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/kye-g-38759a207/) [![Follow on X.com](https://img.shields.io/badge/X.com-Follow-1DA1F2?style=for-the-badge&logo=x&logoColor=white)](https://x.com/swarms_corp)

AutoHedge is an enterprise-grade autonomous agent hedge fund that trades on your behalf. It combines swarm intelligence and specialized AI agents to perform end-to-end market analysis, risk management, and execution with minimal human intervention.

**Current support:** Full autonomous trading on Solana. **Coming soon:** Coinbase and additional exchanges.

---

## Overview

AutoHedge is built to be the world's most powerful autonomous agent hedge fund. It runs continuous analysis, generates and validates trading theses, sizes risk, and executes orders across supported venues. The system is designed for institutional reliability: structured outputs, comprehensive logging, and a risk-first architecture that scales from single strategies to multi-venue, multi-asset deployment.

---

## Features

- **Multi-Agent Architecture**: Specialized agents for each stage of the trading pipeline
  - Director Agent: strategy and thesis generation
  - Quant Agent: technical and statistical analysis
  - Risk Management Agent: position sizing and risk assessment
  - Execution Agent: order generation and execution

- **Real-Time Market Analysis**: Integration with live market data for analysis and execution
- **Risk-First Design**: Built-in risk management and position sizing before any execution
- **Structured Output**: JSON-formatted recommendations and analysis for downstream systems
- **Enterprise Logging**: Detailed, configurable logging for audit and debugging
- **Extensible Framework**: Modular design for custom strategies and new venues

---

## Supported Venues

| Venue      | Status        | Notes                    |
|-----------|----------------|--------------------------|
| Solana    | Supported      | Full autonomous trading  |
| Coinbase  | Coming soon    | In development           |
| Other CEX | Roadmap        | Planned expansion        |

---

## Quick Start

### Installation

```bash
pip install -U autohedge
```

### Environment Variables

```bash
# Jupiter API (token price & search tools)
# Get a key at https://portal.jup.ag
JUPITER_API_KEY=

# OpenAI (experimental agents)
OPENAI_API_KEY=
ANTHROPIC_API_KEY=
WORKSPACE_DIR="agent_workspace"

# Trading
WALLET_PRIVATE_KEY=""
```

See `.env.example` for a full reference.

### Basic Usage

```python
autohedge 
```

---

## Architecture

AutoHedge uses a multi-agent pipeline where each agent has a defined responsibility:

```mermaid
graph TD
    A[Director Agent] --> B[Quant Agent]
    B --> C[Risk Manager]
    C --> D[Execution Agent]
    D --> E[Trade Output]
```

---

## Contributing

Contributions are welcome. See [Contributing Guidelines](CONTRIBUTING.md) for details.

1. Fork the repository
2. Create a feature branch (`git checkout -b feature/AmazingFeature`)
3. Commit changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request

---

## License

MIT License. See [LICENSE](LICENSE) for details.

---

## Acknowledgments

- [Swarms](https://swarms.ai) for the AI agent framework

---

## Support

- Issue Tracker: [GitHub Issues](https://github.com/The-Swarm-Corporation/AutoHedge/issues)
- Community: [Discord](https://swarms.ai)

---

AutoHedge by [The Swarm Corporation](https://github.com/The-Swarm-Corporation)