AI-Powered Market Analyst is an open-source Python-based AI agent designed to support investors and analysts. It automates data retrieval from sources like Yahoo Finance, processes time-series stock data, applies machine learning models to detect patterns, and generates downloadable PDF or HTML reports. Users receive personalized investment suggestions, portfolio risk evaluations, and custom alerts. An integrated CLI makes it easy to specify asset tickers, date ranges, and output formats, enabling fast, data-driven decision-making.

crewAI consists of a modular architecture where each AI agent focuses on a specific task: one agent retrieves historical and real-time market and portfolio data, another applies quantitative models and machine-learning algorithms to estimate risk measures such as Value at Risk, Conditional VaR, stress tests and scenario analyses, and a reporting agent compiles results into structured PDF or dashboard formats. Users can configure API keys for data sources, adjust model parameters, and extend or replace agents to meet specialized investment strategies or compliance requirements.