Entity Linking Python Packages | PyPI Stats

spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

21.9M 34K 5K

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

2K 500 38

bent

Biomedical Term Annotator

2K 9 1

strwythura

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

1K 223 25

iamsystem

A python implementation of IAMsystem algorithm

978 7 1

multiel

Multilingual Entity Linking model by BELA model

928 12 3

spacyfishing

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

541 170 8

extractacy

A SpaCy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, or laboratory results)

426 54 9

spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

389 96 9

pynif

A small Python library for NLP Interchange Format (NIF) for NER(D) systems

370 19 5

dandelion-eu

A python client for connecting to all the services provided by https://dandelion.eu

255 35 15

textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

242 25 1

cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

241 71 5

bbw

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

195 71 8

word2vec-wikification-py

A package to run wikification

170 17 1

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

152 14 0

nifconverter

A tool to convert NIF files across identifier schemes (DBpedia, Wikidata, ...)

145 11 3

spikex

SPIKEX - SpaCy Pipes for Knowledge Extraction

138 403 28

opentapioca

Entity linking system for Wikidata updated by your edits in real time

126 262 31

docprofiler

A Python package to generate document profiler or extract metadata from text in parallel using several Docker images

116 1 0

druglinker

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

115 4 0

jel

Japanese Entity Linker.

104 12 1

entity-search-engines

Entity search engines for Google and Wikidata. Helping to link the two together and provide a way to ground entities

57 2 0