Recently, Huanghua Port has successfully launched its DeepSeek large model for port operations, marking a major landmark in the application of artificial intelligence (AI) and setting a new benchmark for the intelligent transformation of the port industry.

The deployment of the DeepSeek large model utilizes the internationally leading OpenWebUI CUDA framework, maximizes the advantages of GPU acceleration and establishes a collaborative working model of “large model inference + small model auxiliary vectorization”, to significantly enhance the system’s operational efficiency and combine complex inference tasks with rapid data processing. In addition, Huanghua Port has established a professional RAG knowledge base integrating multidimensional data resources including production balance analysis, safety education, policy Q&A, and summary of sci-tech and intelligent technologies. The successful completion of the first phase of large model capability development has made the model more intelligent, providing more comprehensive and accurate information support for port operations.

Focusing on the actual demands of port operations, Huanghua Port has formed a cross-departmental team to deeply explore the potential value of various business scenarios. By implementing a robust cooperative mechanism, the Company has integrated expertise from corporate management, safety management, equipment management, and technological management into model testing to create tailored AI solutions that align greatly with the port operations, offering more efficient, safe, and reliable technological support for the port industry, and promoting the widespread application and development of AI in the port industry.