Spacy integration

spaCy is a library for advanced Natural Language Processing in Python.

medkit supports spaCy through input and output conversions as well as annotators.

Task	Operation
Load a spaCy Doc	SpacyInputConverter
Convert documents to spaCy Doc	SpacyOutputConverter
Annotate segments using a spaCy pipeline	SpacyPipeline
Annotate documents using a spaCy pipeline	SpacyDocPipeline
Detect syntactic relations between entities	SyntacticRelationExtractor

Note

You may refer to medkit.text.spacy for more information.

• Conversions to and from spaCy
  • Load a spaCy Doc into a list of TextDocuments
  • Convert TextDocuments to a spaCy Doc
• Annotating with a spaCy pipeline
  • Annotating segments with spaCy
    • Prepare the spacy-stanza NLP pipeline
    • Define a medkit operation to add the entities
  • Annotating documents with spaCy
    • Prepare the negspacy nlp object
    • Define a medkit operation to add the attributes