This project aims to build an autonomous Agent AI specialized in quantitative analysis. The agent integrates multi source data from various sources, and uses machine learning and statistical models to conduct data cleaning, factor mining, and backtesting. It supports automated strategy generation, real time monitoring, and alerting, reducing manual intervention with modular design and API access. The goal is to improve analysis efficiency, lower technical barriers, and provide stable, interpretable decision support.