The invention discloses an intelligent RAG enhanced
large model auxiliary writing
system, and relates to the technical field of
artificial intelligence auxiliary writing. In order to overcome the defects of an existing writing auxiliary tool, the adopted scheme comprises an interface and user layer for receiving a writing demand and redisplaying a generation result; the
service layer is used for deploying three types of intelligent agents including writing, interactive writing enhancement and checking; the platform layer is used for carrying out industry
adaptation analysis, mixed retrieval and RAG enhancement on writing demands and then sending the writing demands to the
large model layer; three intelligent agents of writing, interactive writing enhancement and checking are called in sequence based on the output of the
large model layer, and then a text is redisplayed to the interface and user layer after fact accuracy
verification is completed through a tense
knowledge graph; the data layer is used for providing a multi-type
data storage system; the large model layer outputs a
paragraph-level text and a reference index based on a writing large model, the
paragraph-level text is returned to the platform layer, and reference index information is fed back to the
interpretability and
security layer for tracing; and the infrastructure layer is used for providing bottom layer resource support for each layer.