Information Extraction Python Packages

llama-cloud

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

htmldate

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

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

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.

adaseq

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

tool-helpers

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

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.

fuzzy-search

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

brevia

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

lettucedetect

Lightweight hallucination detection framework for RAG applications

deduce

Deduce: de-identification method for Dutch medical text

extr

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

pytorch-ie

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

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

deepke

DeepKE is a knowledge extraction toolkit for knowledge graph construction supporting low-resource, document-level and multimodal scenarios for entity, relation and attribute extraction.

bent

Biomedical Term Annotator

snips-nlu

Snips Python library to extract meaning from text