The article presents a research model for predicting stock prices using real-time macroeconomic indicators and stock news analysis. By applying artificial intelligence techniques, the model analyzes factors influencing stock prices and assigns weights to individual stock predictions. This helps investors make informed decisions based on accurate predictions. The study aims to improve stock investment strategies by incorporating real-time market news and deep learning algorithms for more reliable predictions.