Group 1 - The Yellow River Water Conservancy Commission is accelerating the implementation of the "Artificial Intelligence + Water Conservancy" initiative, completing the localization deployment of the domestic large language model DeepSeek, which integrates deeply with Yellow River protection and management operations, propelling the digital twin of the Yellow River into the AI era [1] - In flood control, DeepSeek's retrieval-augmented generation (RAG) technology and natural language processing (NLP) algorithms are combined with an established knowledge graph to enable rapid retrieval and analysis of vast information related to flood control situations, forecasts, and professional databases, generating comprehensive report solutions [1] - The initiative aims to establish a rapid registration and coupling calculation framework for water conservancy models that are compatible with DeepSeek, facilitating semantic parsing, logical reasoning, and collaborative computation across hydrological forecasting, reservoir scheduling, and hydrodynamic evolution models, ultimately enhancing the effectiveness of the "four-prevention" mechanism [1] Group 2 - In the management of direct pipe engineering safety and operations, large model technology is utilized to extract value from data resources related to basic information, real-time safety monitoring, operational management records, and multi-dimensional engineering inspections, enabling functions such as information querying, monitoring alerts, and scenario linkage [2] - In the digital twin of Sanmenxia, a fine-tuned DeepSeek model employs RAG technology to access a dedicated knowledge base, ensuring data security while empowering flood support, engineering management, and reservoir area management [2] - The Yellow River Water Conservancy Commission plans to enhance the integration of large model technology with Yellow River protection and management applications, expanding intelligent application scenarios for the digital twin of the Yellow River to promote high-quality development in water conservancy across the Yellow River basin [2]
黄河水利委员会完成DeepSeek本地化部署