transformers.js

Transformers.js runs machine-learning models directly in a web browser without a server. ^[1a][1b] It provides a pipeline function; a pipeline groups a pretrained model with input preprocessing and output postprocessing, and it supports tasks such as text classification, translation, image classification, and speech recognition. ^[2a][2b] For example, a sentiment-analysis pipeline can take text and return a label such as POSITIVE with a score. ^[3]