The application discloses an
intelligent agent system for short video marketing
customer acquisition based on a large
language model, comprising the following modules: a comment
processing module for collecting competitor comment texts and preprocessing to generate standardized competitor comment texts; a script generation module for generating pain point vectors, retrieving contexts and segmented scripts by using an improved LLaMA2 marketing
intelligent agent model; a material matching module for converting video materials and picture materials into pure text scene tags and generating initial multi-
modal instructions; a loss
rewriting module for generating loss probability based on a dynamic Markov loss
decision model and generating final multi-
modal instructions; a release test module for constructing an A / B
test matrix and releasing short video content; a lead generation module for generating
user confidence and CRM leads; and a feedback updating module for updating the model according to real conversion results. The application can improve the accuracy of short video
content generation, user intention recognition and marketing lead acquisition.