VideoAgent: All-in-One Framework for Video Understanding and Editing

VideoAgent is a newly proposed framework for video understanding and editing that addresses limitations in existing automated systems by enabling coherent narrative creation and diverse editing operations. It features automated video shot creation through shot planning agents and a multi-agent orchestration framework that integrates over thirty specialized editing agents, achieving an orchestration success rate of 87-95% and reducing API costs by 60%. This framework outperforms current multimodal LLMs and offers human-like video quality, making it a significant advancement for practitioners in video editing and AI-driven content creation.