Text Analysis Python Packages

wikitextparser

A Python library to parse MediaWiki WikiText

matcher-py

A high-performance matcher designed to solve LOGICAL and TEXT VARIATIONS problems in word matching, implemented in Rust.

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

contextgem

ContextGem: Effortless LLM extraction from documents

dhlab

DHLAB is a library of python modules for accessing text and pictures at the National Library of Norway.

textnets

Automated text analysis with networks

oneai

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

wordhoard

This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.

logmap

A hierarchical, context-manager logger utility with multiprocess mapping capabilities

convosense-utilities

Email Signature remover - Extracting email body out of the email text in order to get accurate sentiment results, using NLP tasks.

blackmount-nlp-mcp

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.

autobrewml

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

rosette-api

Babel Street Analytics Client Library for Python

biomedicus

BioMedICUS: A biomedical and clinical NLP engine.

split-markdown4gpt

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

humlab-westac

Welfare State Analytics

pattex

Regex-based pattern extraction library for Python — emails, URLs, phones, IPs, and more.

padatious

A neural network intent parser

semantic-keywords

TF-IDF counts words. semantic-keywords understands meaning. It uses sentence embeddings (all-MiniLM-L6-v2 by default) and Maximal Marginal Relevance (MMR) to return keywords that are both relevant and diverse — not just the most frequent phrases. Works fully offline after a one-time model download. No API key. No rate limits.

prosegrinder

A relatively fast, functional prose text counter with readability scoring.

iambic

Data extraction and rendering library for Shakespearean text.

arcshiftwrap

End-to-end pipeline for collecting, labeling, and analyzing metaphor framing and stance in Reddit and news discourse using LLMs.

align

Python library for extracting quantitative, reproducible metrics of multi-level alignment between speakers in naturalistic language corpora.

pairadigm

Concept-Guided Chain-of-Thought (CGCoT) pairwise annotation tool for systematic text evaluation using LLMs. Generate breakdowns, compare items, compute scores, and validate against human judgments. Supports Ollama, Hugging Face, Google Gemini, OpenAI, and Anthropic models.