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huygiatrng/AlpacaTradingAgent

ALPACA TRADING AGENT

AlpacaTradingAgent — a multi-agent LLM framework for automated trading via Alpaca API. It supports market data analysis, trading signal generation, and order execution in real time. Runs on Python and easily integrates with any LLM models.

// KEY FEATURES

  • Autonomously makes trading decisions using LLM agents, prompts, and market data.
  • Executes market and limit orders via Alpaca API with margin and risk management control.
  • Backtests strategies on Alpaca data with equity curves and Sharpe, Sortino metrics.
  • Supports custom agents and indicators via a simple plugin interface in Python.
#ai-agents#algorithmic-trading#alpaca#alpaca-api#automated-trading#crypto-trading#dash#financial-analysis#fintech#langgraph#llm-agents#multi-agent-systems
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