Text Summarization Python Packages

summa

TextRank implementation for Python 3.

clarifai

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

nlpcloud

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

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.

sumeval

Well tested & Multi-language evaluation framework for text summarization.

autobrewml

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

harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

readless

:dash:Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱

chatgpt-long-term-memory

The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.

nitrodigest-cli

Playground for learning by doing

ssai

Unleash the power of AI with SuperSummarizeAI! Effortlessly extract, condense, and clip content from webpages and YouTube videos using ChatGPT. Turning endless streams of content into digestible summaries.

macropodus

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

digest-generator

Generate digests from RSS feeds using local LLMs and topic classification.

textsage

Secure text summarization with local LLMs, with support for Python, Pandas, and PySpark workflows.

easytoken

Tokenizer is an independent Open Source, Natural Language Processing python library which implements a tokenizer to create token from Both Sentence and Paragraph.

wanish

Summarize web articles: extract clean content, title, image, language, and generate text summaries

pynutshell

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

bert-text-summarizer

A BERT-based text summarization tool

brief

In a nutshell, this is a Text Summarizer

nlg-yongzhuo

中文文本摘要（text summarization）工具包, 抽取式中文文本摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

centroid-summarizer

Python package for extractive text summarization using centroid distance

docprofiler

A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.

journal-vetter

Python CLI & library for automated journal vetting — GPT‑4.1 summarization, YAML configuration, reproducible analysis.

summertime

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo