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yifanfeng97/Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

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Python
4.2k
494
7 contributors
Custom license
website
AchievementsView all →
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Momentum

How fast yifanfeng97/Hyper-Extract is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 2 – Nov 1, 2026

Stars +308 in 61 days

050100
80

Forks +43 in 61 days

0510
7

Merged PRs 66 in 61 days

051015
14

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 2Sep 10Sep 18Sep 26Oct 4Oct 12Oct 20Oct 28
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Sep 2, 2026+1+11
Thu, Sep 3, 2026+3+03
Fri, Sep 4, 2026+0+01
Sat, Sep 5, 2026+5+21
Sun, Sep 6, 2026+3+11
Mon, Sep 7, 2026+3+10
Tue, Sep 8, 2026+1+10
Wed, Sep 9, 2026+3+01
Thu, Sep 10, 2026+3+00
Fri, Sep 11, 2026+2+03
Sat, Sep 12, 2026+0+010
Sun, Sep 13, 2026+2+010
Mon, Sep 14, 2026+0+13
Tue, Sep 15, 2026+9+014
Wed, Sep 16, 2026+23+30
Thu, Sep 17, 2026+4+00
Fri, Sep 18, 2026+5+10
Sat, Sep 19, 2026+5+02
Sun, Sep 20, 2026+5+30
Mon, Sep 21, 2026+10+00
Tue, Sep 22, 2026+1+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+3+00
Fri, Sep 25, 2026+17+44
Sat, Sep 26, 2026+9+02
Sun, Sep 27, 2026+2+10
Mon, Sep 28, 2026+4+01
Tue, Sep 29, 2026+22+20
Wed, Sep 30, 2026+3+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+10
Sun, Oct 4, 2026+6+10
Mon, Oct 5, 2026+4+10
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+1+00
Thu, Oct 8, 2026+80+70
Fri, Oct 9, 2026+11+10
Sat, Oct 10, 2026+7+20
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+4+00
Tue, Oct 13, 2026+2+00
Wed, Oct 14, 2026+2+00
Thu, Oct 15, 2026+1+06
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+1+00
Sun, Oct 18, 2026+1+10
Mon, Oct 19, 2026+2+00
Tue, Oct 20, 2026+17+10
Wed, Oct 21, 2026+7+10
Thu, Oct 22, 2026+4+00
Fri, Oct 23, 2026+1+00
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+1+10
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+2+10
Wed, Oct 28, 2026+3+00
Thu, Oct 29, 2026+3+43
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+00
Total+308+4366
  • 1#1 on the list
  • 7Rank that day
  • Not trending
2

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Jun 18, 2026Best #7

    #1#5#10#15#20#25
    Top 10
    Jul 2026Aug
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about yifanfeng97/Hyper-Extract, and every badge it has earned
    1. Sep 281 post

      • 论文、财报、合同，靠手整理太耗时间了吧？ Hyper-Extract 直接让 LLM 把非结构化文本转成知识图谱，一条命令就跑起来。 1️⃣ 超图支持，时间、空间关系也能处理 2️⃣ 80+ 领域模板，拿来即用 3️⃣ 增量更新支持，知识可以持续累积 4️⃣ 能导出到 Obsidian，也支持本地跑 github:

        Read full on X, posted by @laogeai

        @laogeai · x.com

    2. 1 month earlier
    3. Aug 281 post

      • Your documents are full of facts. Most tools still treat them like blobs. Hyper-Extract is an LLM-powered knowledge-extraction CLI for builders who want to turn unstructured text into structured…

        Read full on X, posted by @DanKornas

        @DanKornas · x.com

    4. Aug 271 post

      • Engineered for AI engineers, researchers, and knowledge base architects: • 100% Python & PyPI Ready: Fully packaged for Python 3.11+ environments—installable directly via PyPI (v0.4.0) with minimal…

        Read full on X, posted by @TheTechDiggest

        @TheTechDiggest · x.com

    5. 17 days earlier
    6. Aug 102 posts

      • • Fast Setup: You can install it in seconds by running the uv tool install hyperextract command in your terminal. • Direct Querying: After analyzing your documents, you can directly ask questions…

        Read full on X, posted by @TheTechDiggest

        @TheTechDiggest · x.com

      • most extraction tools stop at knowledge graphs. graphrag, lightrag, kg-gen, none of them touch hypergraphs or spatial graphs at all, and none ship domain templates out of the box. Hyper-Extract fixes…

        Read full on X, posted by @oliviscusAI

        @oliviscusAI · x.com

    7. 2 months earlier
    8. Jun 261 post

      • 3 of the 5 repos this week are about the input pipeline not the model the bottleneck moved from reasoning to getting real world data clean enough to reason about

        Read full on X, posted by @Adham__Khaled__

        @Adham__Khaled__ · x.com

    9. 8 days earlier
    10. Jun 181 post

      • 🆕 AI news past 2h [1/5] 🔥 Hacker News Noam Shazeer Joins OpenAI

        Read full on X, posted by @ProbBrain

        @ProbBrain · x.com

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