Computing device for processing data management tasks

Abstract

A computing device for processing data management tasks is communicatively connected to a server running a large language model via a communication network. Upon receiving a data management task request, the computing device determines whether a target management instruction exists in a management program instruction set. If the target management instruction does not exist, the computing device transmits the data management task request to the large language model on the server and receives a data management plan generated by the large language model, which includes a series of data management sub-tasks. For each data management sub-task, the computing device obtains a corresponding data management sub-instruction based on the data management sub-task, and obtains a data management instruction based on these data management sub-instructions, adding it to the management program instruction set.

Claims

1. A computing device for processing data management tasks, communicatively connected to a user device and a server via a communication network, the server running a large language model, the computing device comprising: a communication unit communicatively connected to the user device and the server via the communication network; a storage unit storing a set of multiple management program instructions related to automated data management; and a processing unit electrically connected to the communication unit and the storage unit; wherein, After receiving a data management task request from the user device, the processing unit determines whether there is a target management instruction corresponding to the data management task request in the management program instruction set. When the processing unit determines that there is no target management instruction, it transmits the data management task request to the large language model of the server. The processing unit receives a data management plan generated by the large language model and corresponding to the data management task request via the communication network. The data management plan includes a series of data management sub-tasks. For each data management sub-task, the processing unit obtains a data management sub-instruction corresponding to the data management sub-task. The processing unit obtains a data management instruction corresponding to the data management task request based on the data management sub-instructions and adds it to the management program instruction set.

2. The computing device for processing data management tasks as described in claim 1, wherein, The storage unit also stores a natural language model, and the computing device further includes at least one graphics processor. For each data management subtask, the processing unit determines whether the data management subtask request is a low-computation task. When the processing unit determines that the data management subtask request is not a low-computation task, it uses the at least one graphics processor to drive the natural language model according to the data management subtask to obtain a first data management instruction and a first confidence value indicating the confidence level of the first data management instruction as a confidence value. The processing unit determines whether the confidence value is less than a threshold value. When the processing unit determines that the confidence value is less than the threshold value, it transmits the data management subtask to the large language model of the server. The processing unit receives a second data management instruction generated from the large language model and corresponding to the data management subtask via the communication network as the data management sub-instruction.

3. The computing device for processing data management tasks as described in claim 2, wherein, The computing device further includes at least one central processing unit. When the processing unit determines that the data management subtask request is the low-computation task, it uses the at least one central processing unit to drive the natural language model according to the data management subtask to obtain a third data management instruction and a third confidence value indicating the confidence level of the third data management instruction as the confidence value.

4. The computing device for processing data management tasks as described in claim 2, wherein when the processing unit determines that the confidence value is not less than the threshold value, the first data management instruction is used as the data management sub-instruction.

5. The computing device for processing data management tasks as described in claim 1, wherein when the processing unit determines that the target management instruction exists, the target management instruction is used as the data management instruction.

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