Awesome GraphMemory Model Card
这是可索引项目报告证据页：它保留 Awesome GraphMemory 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。
Awesome GraphMemory Model Card
| Field | Value |
|---|---|
| Repository | DEEP-PolyU/Awesome-GraphMemory |
| Category | Graph-Based Agent Memory Index |
| Stars / forks snapshot | 273 / 15 |
| Language | Markdown |
| License | Unknown |
| Raw capture | raw-github/deep-polyu_awesome-graphmemory.md |
| Updated by | hourly public metadata update, 2026-05-25 16:48 +0800 |
1. Role in Self Evolve
Awesome GraphMemory is a paper-facing index for graph-based agent memory, giving the corpus a bridge from memory substrates to graph knowledge structures.
2. Working Principle
graph memory papers -> techniques/applications -> memory substrate map
3. Evidence Path
web-observed GitHub page showed 108 commits, 273 stars, 15 forks and a graph-based agent memory survey/resource list covering taxonomy, memory extraction/storage/retrieval/evolution, benchmarks and projects. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the snapshot as web-observed rather than API-verified.
4. Teaching Use
Use this card to explain Graph-Based Agent Memory Index in the raw -> classification -> project card -> site/report pipeline. It helps distinguish taxonomy evidence, memory substrate evidence and continuity benchmark evidence.
5. Limits
The repository was not cloned in this iteration; no benchmark, SDK example, memory experiment, eval run, skill install flow, agent loop, or production deployment was executed. Counts and claims are visible public-page/search signals unless independently revalidated later.