Smart Trader: Towards an Advisory Chatbot Service for Saudi Stock Market Investment

The stock market can be challenging for many due to financial analysis complexity and market dynamics. Introducing "Smart Trader", an AI-powered chatbot designed for the Saudi Tadawul market. By leveraging natural language processing, machine learning, and real-time data analytics, Smart Trader provides personalized investing advice. It integrates user preferences and real-time Tadawul market data from Yahoo Finance to offer timely recommendations, enabling users to make informed financial decisions. The chatbot’s machine learning model, based on the Random Forest algorithm and integrated into the RASA framework, accurately predicts stock market changes. Smart Trader simplifies stock market trading and fills a gap in the Saudi market for personalized financial advisory services.