Text Summarization Python Packages

clarifai

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

summa

TextRank implementation for Python 3.

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...

sumeval

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

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.

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

bert-text-summarizer

A BERT-based text summarization tool

textsage

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

ssai

SuperSummarizeAI is a versatile Python tool designed to extract and summarize textual content. Whether it's from a provided webpage URL, a YouTube video link, or a PDF file, this tool processes the content through ChatGPT to generate an insightful summary.

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.

macropodus

Macropodus: Tookit of Chinese Natural Language Processing

nitrodigest-cli

The privacy‑first, local‑LLM text‑summariser for developers.

text-summarizer

Text summarization Python library (in progress)

easytoken

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

centroid-summarizer

Extractive text summarization using centroid distance

text-snippet-summarizer

A new package facilitates extracting a concise, structured summary from user-provided news headlines or brief texts by utilizing pattern matching and LLM interactions. This tool aims to help researche

histextractor

A new package that extracts and structures key historical facts and insights from textual descriptions of historical events, such as the Lend-Lease program during World War II. The package takes a tex

eventlytics-summarizer

A new package is designed to facilitate structured and reliable interactions with language models to generate concise summaries and extract key information from user-provided texts related to specific

journal-vetter

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

docprofiler

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

pynutshell

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

claim-summarizer

A new package that takes user-provided text (such as a blog post title or a short article snippet) and generates a structured summary highlighting key advantages or claims. It uses an LLM to analyze t

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