Entity Linking Python Packages

spacy

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

bent

Biomedical Term Annotator

relik

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

spacyfishing

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

spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

iamsystem

Fast dictionary-based approach for semantic annotation / entity linking

word2vec-wikification-py

Disambiguation of wikipedia article name

multiel

Multilingual Entity Linking model by BELA model

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.

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

textgraphs

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

pynif

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

cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet

extractacy

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

bbw

Library for semantic annotation of tabular data with the Wikidata knowledge graph

dandelion-eu

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

nifconverter

Utility to translate NIF files across identifier schemes, such as DBpedia and Wikidata

druglinker

Simple drug linking

opentapioca

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

docprofiler

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

spikex

SPIKEX - SpaCy Pipes for Knowledge Extraction

jel

Japanese Entity Linker.

entity-search-engines

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