Project report / GitHub evidence

Memoria Model Card

这是可索引项目报告证据页:它保留 Memoria Model Card 的源材料入口、机制线索和限制提醒;正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

Memoria Model Card

FieldValue
Repositorymatrixorigin/Memoria
CategoryVersioned Agent Memory Infrastructure
Stars / forks snapshot271 / 36
LanguageRust/TypeScript
LicenseApache-2.0
Raw captureraw-github/matrixorigin_memoria.md
Updated byhourly public metadata update, 2026-05-25

1. Role in Self Evolve

Memoria 把 AI Agent memory 做成类似 Git 的可版本化基础设施,用 snapshot、branch、merge、rollback、语义检索和自治理规则降低幻觉并维护长期上下文一致性。

2. Working Principle

agent memory mutation -> snapshot/branch/merge/rollback -> contradiction detection -> audit trail -> consistent long-term context

3. Evidence Path

web GitHub page observed 178 commits, Apache-2.0 license, Rust/TypeScript/Shell stack, memory snapshots/branches/merge/rollback positioning, benchmarks/datasets folder, v0.4.0 latest May 11 2026, 271 stars and 36 forks. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the current snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Versioned Agent Memory Infrastructure in the raw -> classification -> project card -> site/report pipeline. The reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.

5. Limits

当前未克隆源码,未运行 benchmark、SDK examples、skill install flows、memory experiments 或 production deployments;star/fork/commit 快照来自公开 GitHub 页面文本或可见页面片段。