xiaoxu193/PyTeaser
Summarizes news articles observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 4665
- days_rel: n/a
- days_push: 1831
- n_releases_24m: 0
Adoption not part of the score
1171 stars · 173 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
PyTeaser is a Python library that summarizes news articles by ranking sentences for relevance to the title, keywords, position, and length, returning the top sentences as a summary. It is a Python port of the Scala TextTeaser project and can extract article text from a URL or work with provided text.
Use cases
- summarize news articles from a url in python
- extract key sentences from an article
- generate brief summaries of long text
- automatic text summarization library
- get article summary from webpage
When to choose
- you need simple extractive summarization of news articles in Python 2.7
- you want a lightweight, dependency-free-of-ML summarizer based on sentence ranking heuristics
When to avoid
- you are on Python 3 - the library requires Python 2.7 and is unmaintained
- you need abstractive or neural summarization
- you need an actively maintained project
Facets
library · maturity abandoned
nlp parser web-scraping media developer-tools python cli text-summarization extractive-summarization news-articles python2 sentence-ranking natural-language-processing
3 sources
- readme: https://github.com/xiaoxu193/PyTeaser · fetched 2026-08-28 · 01a9c35b2d9b
- homepage: http://xiaoxu193.github.io/PyTeaser/ · fetched 2026-08-29 · 2915b3e4bcb7
- registry_pypi: https://pypi.org/pypi/pyteaser/json · fetched 2026-08-29 · 5f3f53dfa3c4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| xiaoxu193/PyTeaser | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="xiaoxu193/PyTeaser")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem