The invention provides a file
processing method, device and equipment based on AI, RPA, LLM and AI Agent, and relates to the field of AI, RPA and AI Agent. The method comprises the steps of obtaining a to-be-processed electronic file; performing
visual identification on the electronic file by adopting a plurality of target
visual identification models to generate a first attribute tag set; performing semantic understanding and
logical reasoning on the text content extracted by the AI Agent of the electronic file by adopting LLM to obtain a second attribute tag set; and generating a target attribute tag set of the electronic file according to the first attribute tag set and the second attribute tag set. Therefore, the accuracy and the
automation level of tag generation of the electronic file are remarkably improved, the misjudgment risk caused by
layout complexity, text fuzziness or semantic
ambiguity of the electronic file is effectively reduced, the time required by attribute classification is greatly shortened, and the manual intervention and
processing cost is remarkably reduced; in addition, the accuracy and efficiency of file
processing can be improved based on AI, RPA and AI Agent technologies.