Rafael Fernando Olmedo Aguilar@rfolmedoa

The Daily Market Insights Agent is an AI-powered financial assistant designed to simplify and automate market analysis. The system integrates real-time stock prices, historical performance, and live financial news to generate a comprehensive view of market activity. Using NLP-based sentiment analysis, it evaluates the emotional tone of news stories to identify positive, neutral, or negative market signals. The solution is built with FastAPI for efficient data delivery and leverages IBM watsonx Orchestrate to automate the workflow across data retrieval, analysis, and response generation. This orchestration enables consistent, scalable execution with minimal manual intervention. By combining price analysis, news intelligence, and sentiment scoring, the agent empowers users to make faster, more informed investment decisions. The architecture is modular and extensible, enabling future enhancements such as predictive modeling, voice-enabled interactions, and integration with portfolio management tools.

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