sumy
A Python library and CLI tool for automatic text summarization using extractive methods like LexRank, LSA, Luhn, and Edmundson.
What is sumy?
Sumy is a Python library and command-line tool for automatic text summarization of text documents and HTML pages. It implements extractive summarization methods like LexRank, LSA, Luhn, and Edmundson to condense content while preserving key information. The package includes an evaluation framework to measure summary quality and supports multiple languages.
Developers and researchers working with natural language processing who need to automatically generate summaries from web content, documents, or other text sources. It's particularly useful for those building content analysis tools, research assistants, or automated reporting systems.
Sumy provides a simple, practical implementation of multiple proven summarization algorithms in a single package with both library and CLI interfaces. Unlike more complex NLP suites, it focuses specifically on extractive summarization with minimal dependencies and straightforward extensibility for new languages.
Overview
Module for automatic summarization of text documents and HTML pages.
Use Cases
Best For
- Automatically generating summaries from Wikipedia articles or news websites
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