A tea garden management method, device and equipment based on a large model agent

Abstract

This invention provides a tea garden management method, apparatus, and equipment based on a large-scale intelligent model, belonging to the field of agricultural artificial intelligence technology. The method includes: acquiring and parsing task instructions for tea garden management; decomposing the task instructions into several ordered sub-tasks and generating a preliminary execution strategy for each sub-task; retrieving the necessary data for execution from a memory bank for each sub-task; evaluating the quality of the retrieved data, weighted fusion of multimodal features to generate a comprehensive feature representation, and then constructing a decision context; using a large-scale tea model for reasoning to generate a final execution plan for each sub-task; and, based on the final execution plan, calling appropriate tools or physical equipment to execute the sub-tasks, integrating the results, determining whether the final requirements of the task instructions are met, and outputting the final response. This approach achieves a complete closed loop from task planning and tool invocation to execution feedback, addressing the actual needs of tea garden managers and improving tea garden management efficiency.

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