.. image:: https://img.shields.io/pypi/v/nifigator.svg
:alt: PyPI-Server
:target: https://pypi.org/project/nifigator/
.. image:: https://readthedocs.org/projects/nifigator/badge/?version=latest
:alt: ReadTheDocs
:target: https://nifigator.readthedocs.io/en/latest/
.. image:: https://img.shields.io/badge/License-MIT-yellow.svg
:target: https://opensource.org/licenses/MIT
:alt: License: MIT
.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
:target: https://github.com/psf/black
:alt: Code style: black
=========
Nifigator
=========
Nifigator is a pure Python package for working with NLP in RDF. It uses the `NLP Interchange Format (NIF) <https://persistence.uni-leipzig.org/nlp2rdf/ontologies/nif-core/nif-core.html>`_ and the `Lexicon Model for Ontologies <https://www.lemon-model.net/>`_ and is build on top of `RDFLib <https://github.com/RDFLib/rdflib>`_.
Here is what is does:
* Convert data from text documents to NIF data in RDF
- Currently supported formats: txt, PDF (text, page and paragraph offsets)
* Add linguistic annotations from NLP processors
- Currently supported processor: `Stanza <https://stanfordnlp.github.io/stanza/>`_
* Create NifVector graphs that work like language models, this allow you to
- create explainable word vectors without random results, and to
- combine word vectors with lexical and linguistic annotations
* RDFLib is used to serialize and deserialize NIF data.
See the `documentation <https://nifigator.readthedocs.io>`_ built from the code.
Installation
------------
To install Nifigator, run this command in your terminal:
.. code-block:: console
$ pip install nifigator
To install the package from Github
.. code-block:: console
$ pip install -e git+https://github.com/denederlandschebank/nifigator.git
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