Summarization Python Packages

rouge-metric

A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.

sumy

Module for automatic summarization of text documents and HTML pages.

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

rouge-chinese

Python ROUGE Score Implementation for Chinese Language Task (official rouge score)

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

cdklabs-generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

summa

TextRank implementation for Python 3.

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.

adalflow

AdalFlow: The library to build & auto-optimize LLM applications.

content-mcp

Self-hosted engine that turns URLs, files and text into media, transcripts, summaries, translations and documents — HomeTube, Studio, MCP, CLI, SDK, REST API

newswatcher

Watch RSS feeds and listing pages, match topics you define, and send an LLM-summarized digest by email or chat.

content-sdk

Self-hosted engine that turns URLs, files and text into media, transcripts, summaries, translations and documents — HomeTube, Studio, MCP, CLI, SDK, REST API

content-cli

Self-hosted engine that turns URLs, files and text into media, transcripts, summaries, translations and documents — HomeTube, Studio, MCP, CLI, SDK, REST API

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.

martino-summarize

Video AI summarization from multiple sources (YouTube, X, Instagram, TikTok, Reddit, Facebook, Google Drive, Dropbox, and local files).

anatomize

Deterministic, token-efficient codebase packs and skeleton maps for AI review (Python).

uglypy

Retrieve, aggregate, filter, evaluate, rewrite and serve RSS feeds using Large Language Models for fun, research and learning purposes

tubeless

Summarize YouTube videos with an LLM — Gemini, OpenAI, Claude, or local Ollama.

dr-doc-search

Converse with book - Built with GPT-3

maildigest

The mail summariser you can hand a phishing mail to. Reads a mirror mailbox, strips every message to plain text in code, has a second model check for phishing, and delivers text-only digests to Telegram, Discord or Signal. Installable via apt and dnf.

bunkatopics

🗺️ Data Cleaning and Textual Data Visualization 🗺️

rapid-textrank

⚡ High-performance TextRank in Rust with Python bindings. Extract keywords 10-100x faster than pure Python. Supports TextRank, PositionRank & BiasedTextRank with 18 languages.

lightrag

AdalFlow: The library to build & auto-optimize LLM applications.

pycrowlingo

Python SDK to use Crowlingo APIs