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huygiatrng/AlpacaTradingAgent
Multi-agent LLM trading framework that trades on Alpaca
What it is
A multi-agent LLM framework for financial trading that can place trades on Alpaca. Several language model agents work together on market analysis and decisions, and orders are sent through the Alpaca API. Developers and researchers interested in connecting LLM agents to a real brokerage are the intended users. Execution is tied to Alpaca, and letting an LLM place orders calls for paper trading and strict limits first.
At a glance
Research onlyOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Developers |
|---|---|
| Used for | Live trading, AI agents |
| Markets | US equities |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | Medium practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Commits today |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): +3 over the period, now 277. Gaps mean no snapshot was taken that day.
AlpacaTradingAgent: Multi-Agents LLM Financial Trading Framework and perform trades on alpaca
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