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How to solve the problem of information overload when subscribing to a large number of news feeds?

2025-08-29 1.4 K

Implementation programs to address information overload

In the face of the information explosion caused by subscribing to multiple news feeds, Feeds.Fun has been able to make a difference byAI auto-tagging + rule filteringDual mechanism for accurate screening:

  • Automatic label generation
    The system uses ChatGPT/Gemini to analyze news content and automatically add topic tags (e.g., "tech", "politics"). 1 300-word news item is usually tagged in less than 3 seconds.
  • Weighting Rules Setting
    Use the syntax on the Rules page:
    "AI"标签+10分
    "广告"标签-50分

    The system will rank the news by total score
  • Three-stage filtration system
    1. Initial filter: discard news with score ≤ -30
    2. Secondary filtering: hide labels marked "no longer displayed" by users
    3. Ultimate hiding: read news automatically turns gray

advanced skill: In the self-hosted version, this can be done by modifying theconfig/tag_processors.yamlAdd customized tagging rules, such as automatically tagging news containing "Musk" with "Elon_Musk".

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