Sediment Model Card
这是可索引项目报告证据页：它保留 Sediment 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。
Sediment Model Card
| Field | Value |
|---|---|
| Repository | rendro/sediment |
| Category | Local-First Agent Memory MCP |
| Stars / forks snapshot | 32 / 5 |
| Language | Rust |
| License | MIT |
| Raw capture | raw-github/rendro_sediment.md |
| Updated by | hourly public metadata update, 2026-05-25 |
1. Role in Self Evolve
Sediment 是 local-first、MCP-native 的 agent semantic memory 层，用单文件 Rust binary 把向量检索、关系图、访问衰减、项目隔离和冲突检测组合成可本地运行的记忆系统。
2. Working Principle
local memory store -> vector plus graph index -> scoped recall -> decay/trust rerank -> MCP clients
3. Evidence Path
web GitHub page observed 86 commits, MIT license, Rust primary language, single-binary MCP memory server, LanceDB/SQLite hybrid graph+vector design, benchmark table versus ChromaDB/Mem0, v0.5.1 latest Mar 30 2026, 32 stars and 5 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 Local-First Agent Memory MCP 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。