The invention provides an intelligent file evaluation method and
system based on cooperation of a multi-
modal large model and a
rule engine, and the method comprises the steps: carrying out the multi-
modal content analysis of a file file, and generating an analysis
result set containing a content segment, a page number identifier, a region position identifier,
layout type information and a credibility
score; combining the field description text with the
anchor point description text to generate a structured evaluation fact set; inputting the set into a
rule engine, executing normative rule judgment and generating a
verification result with a judgment
score; and finally, according to an evaluation dimension aggregation rule result, outputting a dimension
score, an overall evaluation score and a question detail item. The
system comprises a multi-
modal content analysis module, an evaluation fact generation module, a
rule engine module and an
evaluation result output module. According to the method, high-precision automatic evaluation of complex file documents is realized, the evaluation efficiency and consistency are improved, and the method is suitable for
smart office scenes.