AutoHedge
View on GitHubBuild 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.
AutoHedge is a Python multi-agent framework that runs an autonomous hedge fund: a Director, Quant, Risk and Execution agent pipeline analyzes markets, sizes risk, and executes trades, currently on Solana with Coinbase planned.
Use Cases
Autonomous crypto trading on SolanaMulti-agent market analysis pipelineAutomated risk assessment and position sizingLLM-generated trading theses and strategyTrade order generation and executionBacktesting/experimental quant agents for BTCMarket data ingestion via Jupiter and yfinanceStructured JSON trading recommendationsAuditable trading logs for compliance/debugging
Built With
- Language
- Python
- Frameworks
- swarms · swarm-models · pydantic · fastapi · uvicorn · loguru · solders · httpx · yfinance · python-dotenv · rich · poetry
Tags
multi-agent · trading · finance · autonomous-agents · swarm-intelligence · quantitative-trading · crypto · solana · risk-management · market-analysis · llm-agents · agent-pipeline · python · hedge-fund · trade-execution · cli