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AI Agents

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.

★ 6.2K890 forksPythonMITThe-Swarm-Corporation

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