FinRobot is an open-source AI agent platform that leverages large language models (LLMs) to provide comprehensive solutions for financial applications. It integrates various AI technologies, going beyond simple language modeling to showcase its versatility and adaptability, catering to the diverse needs of the financial industry. The concept of AI agents in FinRobot refers to intelligent entities that use large language models as their 'brains' to perceive the environment, make decisions, and execute actions. Unlike traditional AI, AI agents possess the ability to think independently and utilize tools to progressively achieve given objectives.