moguiyu

moguiyu / NewsPrism

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Multilingual news monitor that clusters same-event coverage and publishes a Chinese digest with perspective-aware summaries

news.moguiyu.top docker llm news python rss
10
1
100% credibility
Found Apr 10, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

NewsPrism is a self-hosted tool that aggregates multilingual news, clusters coverage of the same events, and publishes Chinese digests highlighting media framing differences.

How It Works

1
📰 Discover NewsPrism

You hear about a handy tool that gathers news from around the world and creates easy-to-read Chinese summaries showing different viewpoints on the same stories.

2
📥 Grab the setup files

Download the simple setup files to your computer or server, like picking up a recipe to make your own news digest.

3
⚙️ Pick your favorite news sources

Choose from dozens of trusted news outlets in 11 countries to focus on the topics and regions you care about most.

4
🔗 Link a smart summary helper

Connect a friendly AI service that reads all the articles and writes clear Chinese overviews with unique angles from each source – this is the magic that makes it shine!

5
▶️ Turn it on with one command

Hit start, and your personal news monitor begins quietly collecting stories on your schedule, like setting a coffee maker for the morning.

📱 Enjoy daily digests

Wake up to beautiful web reports or Telegram messages with clustered stories, fresh perspectives, and no more information overload – stay smart effortlessly!

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Star Growth

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AI-Generated Review

What is NewsPrism?

NewsPrism pulls articles from 38 sources across 11 countries in languages like Chinese, English, Japanese, Korean, and Russian, then clusters coverage of the same events into a daily Chinese digest with summaries that highlight how outlets frame stories differently. Built in Python, it uses Docker for easy self-hosting, SQLite for persistence, and LLMs via LiteLLM for perspective-aware summaries, solving the chaos of tracking global news through a diverse multilingual news headlines dataset. Users get CLI commands like `python -m newsprism once` for full runs or scheduled HTML reports served at localhost:8080.

Why is it gaining traction?

It stands out as a multilingual news aggregator that automatically clusters duplicate event coverage, fills perspective gaps via active search (Tavily, BrightData, official X accounts), and renders premium HTML newsletters—no manual curation needed. Developers dig the YAML config for tweaking sources, schedules, and templates, plus Telegram publishing for instant digests. Compared to basic RSS readers, it delivers a coherent Chinese view of world events with built-in dedup and freshness checks.

Who should use this?

Chinese-speaking devs monitoring global tech and geopolitics from outlets like IT之家, Heise, or Reuters. News ops engineers building internal multilingual newsletters or dashboards. Analysts needing a self-hosted multilingual news site that clusters stories and surfaces biases without paid services.

Verdict

Worth self-hosting for a custom multilingual news app if you need Chinese digests from clustered global sources—Docker setup is dead simple, docs cover deploy/customize fully. At 10 stars and 1.0% credibility, it's alpha-stage (light tests, single-host SQLite), so test locally before prod; strong foundation for forking into your multilingual RAG github workflow.

(198 words)

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