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TradeAI is an intelligent trading assistant that combines machine learning with real-time market analysis to predict market movements with 90.58% accuracy. The system leverages a Random Forest model trained on 40+ global market indices, including Gold, VIX, and international bond rates.

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TradeAI 🤖📈

An intelligent trading assistant that combines machine learning predictions with AI-powered market analysis to provide sophisticated trading signals and portfolio management. image image image

Key Features

  • ML Market Prediction: Random Forest model trained on market anomalies
  • AI Market Analysis: LLM-powered detailed market insights
  • Smart Trading Signals: Position sizing and risk management
  • Interactive Advisor: AI chatbot for trading strategy discussions

Quick Start

  1. Clone the repo

  2. Install Dependencies

  3. Configure Environment

  4. Run Application : streamlit run app.py

Usage Guide

  1. Input current market indicators (Gold, VIX, Bond indices, etc.)
  2. Get AI-powered market analysis and trading signals
  3. Review position sizing and risk management recommendations
  4. Chat with AI advisor for strategy insights

Tech Stack

  • Python 3.8+
  • Streamlit
  • Scikit-learn
  • Groq LLM
  • Pandas & NumPy

Demo Video

https://youtu.be/lUeTzIwtXuY

About

TradeAI is an intelligent trading assistant that combines machine learning with real-time market analysis to predict market movements with 90.58% accuracy. The system leverages a Random Forest model trained on 40+ global market indices, including Gold, VIX, and international bond rates.

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