Documentation, benchmarks, and deployment release
This patch release turns the public source tree into an operator-facing guide.
Verified benchmark scorecards
- LongMemEval-S500: 411/500 (82.2%) from one frozen end-to-end 500-question run.
- Frozen Source24 production-candidate path: 77/100; Semantic V4 shadow path: 61/100 and not promoted over the baseline.
- LoCoMo: 80.92% Mem0-style LLM Judge (Categories 1–4, N=1,540, five-run mean), 55.20 official Token F1 (all 1,986), and 82.00% evidence recall (all 1,986). Protocols are reported separately.
New operator documentation
- Verified feature matrix for all 10 public components.
- Application-surface, API/runtime, commercial-module, and existing-memory-system integration/extension guides.
- Chinese engineering guide.
- Single NVIDIA RTX 5090 reference development profile, 32 GB minimum VRAM recommendation, and explicit multi-GPU operator boundary.
Integrity
- Public release audit: P0=0, P1=0, P2=0.
- 10 numbered component packages plus full-source archive.
- Full archive SHA-256:
59e02d07752edb08ca3616806bf63e2460e4763da418be27ca2a4a439251cf19.