OctoTools is a modular, training-free AI framework designed to enhance reasoning capabilities by enabling dynamic and structured external tool usage. It addresses limitations in existing AI frameworks by using a planner-executor system and task-specific toolset optimization to improve accuracy and efficiency across various domains.