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melandlabs/opencontext

A temporal context graph, a memory API, retrieval primitives, and a multiple-platform integration mesh — designed to be embedded into any host process.

#AI memory
Visit GitHub
TypeScript
76
7
3 contributors
Apache License 2.0
website
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Momentum

How fast melandlabs/opencontext 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 6 – Nov 5, 2026

Stars +5 in 61 days

0123
3

Forks +2 in 61 days

01
1

Merged PRs 37 in 61 days

0246
5

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

Not in the Trendshift top 25 in this period

Sep 6Sep 14Sep 22Sep 30Oct 8Oct 16Oct 24Nov 1
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
Sun, Sep 6, 2026+0+01
Mon, Sep 7, 2026+0+00
Tue, Sep 8, 2026+1+11
Wed, Sep 9, 2026+3+01
Thu, Sep 10, 2026+0+01
Fri, Sep 11, 2026+0+03
Sat, Sep 12, 2026+0+05
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+0+01
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+01
Thu, Sep 17, 2026+0+01
Fri, Sep 18, 2026+0+01
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+01
Mon, Sep 21, 2026+0+05
Tue, Sep 22, 2026+0+10
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+02
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+02
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+01
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+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+0+02
Fri, Oct 9, 2026+0+01
Sat, Oct 10, 2026+0+01
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+02
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+02
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+0+00
Thu, Oct 22, 2026+0+01
Fri, Oct 23, 2026+1+01
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+0+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+0+00
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+00
Mon, Nov 2, 2026+0+00
Tue, Nov 3, 2026+0+00
Wed, Nov 4, 2026+0+00
Thu, Nov 5, 2026+0+00
Total+5+237
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Aug 261 post

    • 🎉好东西！发现了一个 Deepseek harness 记忆插件！ 大多数 Agent 框架的“长期记忆”无非是无脑 Vector DB 检索，极易产生时态错乱和上下文污染 刚刚上手了 Meland Labs 开源的 OpenContext 及其 DeepSeek Harness 插件 dsh-opencontext，其设计思路非常硬核： -时态上下文图谱 (Temporal Context…

      Read full on X, posted by @Lonely__MH

      @Lonely__MH · x.com

  2. Aug 241 post

    • 强化学习之父理查・萨顿最近接受红杉专访，抛出了一个让整个 AI 圈不舒服的问题： 现在的大语言模型，训练完权重就 "焊死" 了。它们不会从交互中学习，不会因为新经验而改变自己。它们只是在调取训练数据，然后用上下文补全。 这不是智能。这是高级检索。 萨顿说，持续学习才是智能的核心本质。人类大脑一直在修改权重 —— 从每一次交互、每一个错误、每一条反馈中学习。而今天的…

      Read full on X, posted by @shitunote

      @shitunote · x.com

  3. 9 days earlier
  4. Aug 151 post

    • 🤔 Ilya @ilyasut 离开 OpenAI 后，整个 AI 世界都在等一个答案：Ilya Sutskever，他到底要干什么？ 作为缔造了 AlexNet、GPT-4 和 RLHF 的男人，他曾数次只身引领 AI 浪潮。 然而，当 OpenAI 还在疯狂堆算力时，Ilya 却早已看穿了硝烟背后的三大死穴： 安全漏洞、效率悬崖，以及绕不开的智能天花板。…

      Read full on X, posted by @Lonely__MH

      @Lonely__MH · x.com

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