FinRobot is an innovative open-source platform that leverages Large Language Models (LLMs) to create specialized AI agents for financial applications. It aims to bridge the gap between the finance sector and the AI community by providing a comprehensive toolset for financial analysis, decision-making, and research. FinRobot's multi-layered architecture enables sophisticated financial problem-solving and democratizes access to advanced AI techniques in finance.