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Sherlockwz/T-Mem

T-Mem: Memory That Anticipates, Not Archives — accepted to EMNLP 2026 Main Conference. Trigger-augmented graph memory for long-term conversational QA.

#AI memory
Visit GitHub
Python
195
14
2 contributors
MIT License
website
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Momentum

How fast Sherlockwz/T-Mem 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 15 – Oct 24, 2026

Stars +168 in 40 days

050100
97

Forks +14 in 40 days

0246
6

Merged PRs 0 in 40 days

01

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

Not in the Trendshift top 25 in this period

Sep 15Sep 20Sep 25Sep 30Oct 5Oct 10Oct 15Oct 20
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
Tue, Sep 15, 2026+0+20
Wed, Sep 16, 2026+0+10
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+97+20
Tue, Sep 22, 2026+44+60
Wed, Sep 23, 2026+5+10
Thu, Sep 24, 2026+2+00
Fri, Sep 25, 2026+1+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+3+00
Mon, Sep 28, 2026+2+00
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+2+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+2+00
Fri, Oct 9, 2026+2+10
Sat, Oct 10, 2026+1+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+10
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+2+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+1+00
Sat, Oct 24, 2026+1+00
Total+168+140
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 211 post
    • 腾讯开源的一个覆盖关联回忆的AI记忆架构:T-Mem,用“写入时预判未来用途”的思路,补上了AI长期记忆中被忽视的关联性回忆短板 简单说就是一般系统存记忆只记录“这是什么”,T-Mem在写入时会多走一步,让LLM预判这条记忆未来可能被哪些看似无关的问题用到,并把这些关联线索一并存成索引…

      Read full on X, posted by @aigclink

      @aigclink · x.com

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