In a method for generating a robot model dataset using artificial intelligence, the method is performed by an electronic apparatus, and comprises embedding multimodal robot data in a plurality of forms, wherein the multimodal robot data includes data in two or more forms among a text form, an image form, an audio form, and a video form, performing distributed-processing on the embedded multimodal robot data into a vector database, training an artificial intelligence multimodal model with the embedded multimodal robot data, receiving data regarding a robot model to be generated by a user, and generating a robot model dataset regarding the robot model to be generated by the user by utilizing State Space Model (SSM)-based Retrieval-Augmented Generation (RAG) technology based on the artificial intelligence multimodal model.