A real time trading signal system for Indian indices using Smart API and streamlet

This paper presents the design and implementation-of -A -real -trading signal generation system for Indian stock market indices, specifically NIFTY 50 and BANKNIFTY.(Brocketal.,1992)The system integrates Angel One's Smart API, technical indicators, and an interactive Streamlet-based dashboard to provide automated buy/sell signals.(Wilder, 1978) By leveraging indicators such as Exponential Moving Averages (EMA), Relative Strength Index (RSI), MACD, and volume-based confirmation, the application enables traders to make datadriven intraday decisions.Additionally, Realtime visualization and Telegram-based alerts enhance usability and responsiveness.(Murphy, 1999) Experimental results demonstrate the system's ability to generate timely and interpretable trading signals under live market conditions.[4]