ProvidersMoreDoctranOn this pageDoctranDoctran is a python package. It uses LLMs and open source
NLP libraries to transform raw text into clean, structured, information-dense documents
that are optimized for vector space retrieval. You can think of Doctran as a black box where
messy strings go in and nice, clean, labelled strings come out.Installation and Setup​pip install doctranDocument Transformers​Document Interrogator​See a usage example for DoctranQATransformer.from langchain.document_loaders import DoctranQATransformerProperty Extractor​See a usage example for DoctranPropertyExtractor.from langchain.document_loaders import DoctranPropertyExtractorDocument Translator​See a usage example for DoctranTextTranslator.from langchain.document_loaders import DoctranTextTranslatorPreviousDocArrayNextDocugamiInstallation and SetupDocument TransformersDocument InterrogatorProperty ExtractorDocument Translator