- SQ8 scalar quantization (8-bit) for 4x vector storage reduction - Lazy vector loading: evict float32 vectors after graph construction, load on-demand from storage via UnifiedCache - Two-phase search: over-retrieve with SQ8 approximate distances, rerank top candidates with exact float32 distances - Configuration surface: hnsw.quantization and hnsw.vectorStorage in BrainyConfig - All features disabled by default (zero behavior change for existing users) - 27 new tests covering quantization accuracy, lazy loading, reranking - Remove GitHub Actions CI (build locally, cortex CI handles native builds) |
||
|---|---|---|
| .. | ||
| api | ||
| augmentations/intelligentImport | ||
| benchmarks | ||
| comprehensive | ||
| configs | ||
| fixtures/import | ||
| helpers | ||
| integration | ||
| integrations | ||
| manual | ||
| performance | ||
| regression | ||
| scripts | ||
| transaction | ||
| unit | ||
| vfs | ||
| brainy-3.test.ts | ||
| critical-error-handling.test.ts | ||
| critical-neural-validation.test.ts | ||
| critical-performance-benchmark.test.ts | ||
| distributed-demo.test.ts | ||
| model-loading.test.ts | ||
| opfs-storage.test.ts | ||
| package-size-breakdown.test.ts | ||
| package-size-limit.test.ts | ||
| setup-integration.ts | ||
| setup-unit.ts | ||
| setup.ts | ||
| streaming-pipeline.test.ts | ||
| type-utils.test.ts | ||
| typeAwareHNSWIndex.test.ts | ||