Information Extraction Python Packages

htmldate

Fast and robust date extraction from web pages, with Python or on the command-line

llama-cloud

Python SDK for OCR and document parsing in the cloud with LlamaParse

gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)

eventregistry

Python package for API access to news articles and events in the Event Registry

geotext

Geotext extracts country and city mentions from text

yargy

Rule-based facts extraction for Russian language

abbreviations

Python3 implementation of the Schwartz-Hearst algorithm for extracting abbreviation-definition pairs

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

numerizer

A Python module to convert natural language numerics into ints and floats.

paddlenlp

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

tool-helpers

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

fuzzy-search

Fuzzy search modules for searching lists of words in low quality OCR and HTR text.

glirel

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

fast-dataindex

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

pytorch-ie

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

lettucedetect

Lightweight hallucination detection framework for RAG applications

brevia

Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs

deduce

Deduce: de-identification method for Dutch medical text

extr

Named Entity Recognition (NER) and Relation Extraction (RE) library using Regular Expressions

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

deepke

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

bent

Biomedical Term Annotator

hyperextract

Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.