textgraphs/__init__.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""
Package definitions for the `TextGraphs` library.

see copyright/license https://huggingface.co/spaces/DerwenAI/textgraphs/blob/main/README.md
"""

from .defaults import DBPEDIA_MIN_ALIAS, DBPEDIA_MIN_SIM, \
    DBPEDIA_SEARCH_API, DBPEDIA_SPARQL_API, DBPEDIA_SPOTLIGHT_API, \
    FISHING_API, MAX_SKIP, MREBEL_MODEL, \
    NER_MODEL, OPENNRE_MIN_PROB, OPENNRE_MODEL, \
    PAGERANK_ALPHA, SPACY_MODEL, WIKIDATA_API

from .doc import TextGraphs

from .elem import Edge, KGSearchHit, LinkedEntity, Node, NodeEnum, NounChunk, RelEnum

from .gor import Affinity, GraphOfRelations, RelDir, SheafSeed, TransArc

from .graph import SimpleGraph

from .kg import KGWikiMedia

from .ner import NERSpanMarker

from .pipe import Component, InferRel, KnowledgeGraph, Pipeline, PipelineFactory

from .rel import InferRel_OpenNRE, InferRel_Rebel

from .util import EnumBase, \
    calc_quantile_bins, root_mean_square, stripe_column

from .version import get_repo_version, \
    __version__, __version_major__, __version_minor__, __version_patch__

from .vis import NodeStyle, RenderPyVis


__release__ = __version__

__title__ = "TextGraphs: raw texts, LLMs, and KGs, oh my!"

__description__ = "TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph"  # pylint: disable=C0301

__copyright__ = "2023-2024, Derwen, Inc."

__author__ = """\n""".join([
    "derwen.ai <[email protected]>"
])