{"repo":"miso-belica/sumy","free":true,"listed":false,"github":"https://github.com/miso-belica/sumy","clone":"git clone https://github.com/miso-belica/sumy.git","description":"Module for automatic summarization of text documents and HTML pages.","language":"Python","stars":3701,"topics":["python","lsa","textteaser","html-page","summarizer","pagerank-algorithm","reduction","text-extraction","html-extraction","html-extractor"],"license":"Apache-2.0","category":"cli-tools","readme_excerpt":"Automatic text summarizer Simple library and command line utility for extracting summary from HTML pages or plain texts. The package also contains simple evaluation framework for text summaries. Implemented summarization methods are described in the documentation. I also maintain a list of alternative implementations of the summarizers in various programming languages. Is my natural language supported? There is a good chance it is. But if not it is not too hard to add it. Installation Make sure you have Python 3.8+ installed. Using uv (recommended) uv is a modern, fast Python package installer and resolver. Using pip For development If you want to contribute or modify the code: Usage Thanks to some good soul out there, the easiest way to try sumy is in your browser at https://huggingface.co/spaces/issam9/sumy space Sumy contains command line utility for quick summarization of documents. Various evaluation methods for some summarization method can be executed by commands below: If you don't want to bother by the installation, you can try it as a container. Python API Or you can use sumy like a library in your project. Create file sumy example.py (don't name it sumy.py ) with the code below to test it. Interesting projects using sumy I found some interesting projects while browsing the internet or sometimes people wrote me an e-mail with questions, and I was curious how they use the sumy :) Learning to generate questions from text - https://github.com/adityasarvaiya/Automatic Q","default_branch":null,"files":null,"tree":[],"storefront":"/r/miso-belica","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/miso-belica/sumy/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}