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AI Stock Market Trader

This project is an autonomous stock market trader built using the OpenAI Agents SDK. It ingests live market data (via APIs like Polygon), combines it with historical data, and applies AI models to make informed trading decisions. The system includes a Gradio-based web interface for monitoring and control, comprehensive portfolio and account management, risk-management tools (like stop losses, position sizing), and support for multiple AI models. Designed for research, strategy prototyping, and educational use, it enables users to simulate or deploy automated trading workflows with configurable strategies and agent orchestration.

Live Demo View Code

Technologies

OpenAI Agents SDKPolygonOpen AIPythonGradio

Key Features

AI-Powered Trading using OpenAI Agents SDK
Support for multiple AI models (e.g. GPT-4, DeepSeek, Grok, Gemini)
Real-time market data via Polygon API
Historical data access for backtesting and analysis
Web interface (Gradio) for monitoring and interacting with the system
Portfolio & account tracking: holdings, transaction history, performance metrics
Automated trading with configurable strategies