摘要
Abstract
The visual effects(VFX)production industry is developing and evolving towards intelligence and cross-domain collaboration.Traditional VFX pipeline management has increasingly prominent shortcomings in resource elasticity,data connectivity,cross-domain collaboration and security management.Oriented to the full-process management requirements of film and television VFX production,this paper proposes an intelligent pipeline management framework integrating artifi-cial intelligence(AI)and virtual cloud technology.The framework takes the virtual cloud resource pool as the base,ab-stracting physical computing power and storage into on-demand schedulable services.On the cloud base,an agent layer with large language model(LLM)as the core is constructed.With the collaboration of retrieval augmented generation(RAG)and model context protocol(MCP),it realizes natural language-driven intelligent management and control capabili-ties,enabling the system to dynamically perceive business status and respond to operational requests in natural language,which effectively eliminates semantic barriers among various subsystems.Theoretically,this system can significantly im-prove resource utilization,task automation level and collaboration efficiency,and realize integrated management of unified data,standardized processes and security compliance,providing an intelligent solution with reference value for the industri-alization of film and television visual effects.关键词
视觉特效(VFX)/视效流程管理/虚拟云技术/人工智能(AI)Key words
Visual Effects(VFX)/VFX Pipeline Management/Virtual Cloud Technology/Artificial Intelligence(AI)分类
社会科学
