NSE Stock AI 📈

AI-powered Indian stock market prediction and analysis tool.

Features

• Trained on 1794 NSE stocks (10 years of data)
• 65 technical indicators
• 4-model ensemble (RF + ExtraTrees + GBM + LR)
• Live price from NSE India
• AI chat powered by Groq LLaMA 70B (free)
• Interactive charts with RSI, MACD, ADX, Stochastic

Setup

1. Install dependencies

pip install -r requirements.txt

2. Get stock list

python stocks_list.py

3. Train models (runs overnight)

python train.py

4. Run dashboard

python -m streamlit run app.py

Tech Stack

• Python, Scikit-learn, Pandas, yfinance
• Streamlit dashboard
• Groq API (free LLaMA 70B) for AI chat
• NSE India for live prices

Note

Models are not included in this repo (too large). Run train.py to generate them locally.