📈 Trading AI Agent

This project is an artificial intelligence agent for analyzing Argentine stocks and CEDEARs. It collects historical data, calculates technical indicators, monitors news, and generates buy/sell recommendations.

🚀 Features

• 📈 Data Collection: Downloads historical stock and CEDEAR data from Yahoo Finance.
• 📈 Technical Analysis: Calculates indicators such as RSI, MACD, EMA, and Bollinger Bands.
• 📰 News Monitoring: Extracts headlines from Investing.com for each ticker.
• 🤖 Trading Signals: Generates buy/sell signals based on technical analysis and news sentiment.
• 🛠️ Storage: Saves data in PostgreSQL and CSV.

📂 Project Structure

trading-ai-agent/
│── env/                   # Python virtual environment
│── main.py                # Main script
│── requirements.txt       # Project dependencies
│── config.py              # Database and API key configuration
│── data/                  # Backup CSV files
│── README.md              # Project documentation

🔧 Installation and Setup

1️⃣ Clone the repository

git clone https://github.com/your_username/trading-ai-agent.git
cd trading-ai-agent

2️⃣ Create and activate a virtual environment

python3 -m venv env
source env/bin/activate   # On macOS/Linux
env\Scripts\activate      # On Windows

3️⃣ Install dependencies

pip install -r requirements.txt

4️⃣ Configure the PostgreSQL database

Edit config.py with your database credentials.

5️⃣ Run the main script

python main.py

📊 Using the Project

• Historical data will be downloaded.
• Technical indicators will be calculated.
• News will be monitored.
• Trading signals will be generated and stored in the database.

📌 Next Steps

• 🔍 Improve news scraping for more relevant data.
• 📬 Implement Telegram notifications for trading alerts.
• 🤖 Integrate Machine Learning to improve buy/sell predictions.

🛠 Technologies Used

• Python (pandas, yfinance, pandas-ta, SQLAlchemy, BeautifulSoup)
• PostgreSQL (Storage of historical data)
• Yahoo Finance API (Source of financial data)
• Investing.com Scraper (Relevant market news)