Generative text summary is an important branch of natural language processing. Aiming at the problems of insufficient use of semantic information. insufficient summary precision and the problem of semantics-loss in the current generated text summary method. an enhanced semantic model is proposed based on dual-encoder. https://parisnaturalfoodes.shop/product-category/deep-cleanse-shampoo/