WHAT NEW IN X10.29 THU

X 上的 AI 合集档案 · 22 个合集 · 58,925 条

personal-agentPOST

Supermemory 作者称消费级助理几乎没人用图数据库做记忆

Supermemory 作者说 Openclaw、Instinct、Muse 等都用文件式记忆,找不到真实上线的图数据库记忆案例。

Dhravya Shah
@DhravyaShah15 天前收录原推发布于 2026.10.13
Dhravya Shah @DhravyaShah原推发布于 2026.10.13
在 X 上打开原推

I am trying to find real world implementations of graph database for agent memory at scale (@supermemory is not a graph db! and supermemory runs at scale for many, many customers.) Openclaw, instinct, muse, hermes, etc. use file-based memory. [Supermemory customers] use @supermemory (temporal fact-based) Found 0 graph uses in popular consumer/enterprise so far. Feels like everyone's selling shovels here? People (devs) like it downstream because it looks and feels cool, but most teams (supermemory included) I talk to are moving closer towards the model layer and letting the model figure more things out about memory. the representation - fact that it's a graph - doesn't really matter. Curious about thoughts. drop links to talks/blogs/etc below that are NOT shovel sellers and actual use cases in production pls.

x.com/dhravyashah/status/2109817518701617385采集于 2026.10.13 10:40