{"library":"sumy","type":"library","category":null,"description":"Sumy is an active Python library (current version 0.12.0) for automatic text summarization, supporting a variety of algorithms like LSA, LexRank, Luhn, Edmundson, and TextRank. It provides utilities for parsing plain text, HTML pages, and integrates with NLTK for tokenization and stemming. The project maintains a regular release cadence, primarily focusing on language support and bug fixes.","language":"python","status":"active","version":"0.12.0","tags":["nlp","text summarization","extractive summarization","data mining","natural language processing"],"last_verified":"Tue May 26","install":[{"cmd":"pip install sumy","imports":["from sumy.parsers.plaintext import PlaintextParser","from sumy.parsers.html import HtmlParser","from sumy.nlp.tokenizers import Tokenizer","from sumy.nlp.stemmers import Stemmer","from sumy.summarizers.lsa import LsaSummarizer","from sumy.summarizers.lex_rank import LexRankSummarizer","from sumy.summarizers.luhn import LuhnSummarizer","from sumy.summarizers.text_rank import TextRankSummarizer","from sumy.utils import get_stop_words"]},{"cmd":"pip install sumy[arabic,chinese,greek,hebrew,japanese,korean,polish,thai]","imports":[]},{"cmd":"python -c \"import nltk; nltk.download('punkt')\"","imports":[]}],"homepage":null,"github":"https://github.com/miso-belica/sumy","docs":null,"changelog":null,"pypi":"https://pypi.org/project/sumy/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":70,"avg_install_s":11.8,"avg_import_s":0.66,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/sumy/compatibility"}}