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da7d2ed29d
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feat: migrate embeddings to Candle WASM + remove semantic type inference
Major architectural changes:
1. EMBEDDINGS ENGINE (ONNX → Candle WASM):
- Replace ONNX Runtime with Rust Candle compiled to WASM
- Embedded model in WASM binary (no external downloads)
- Quantized Q8 precision with <50MB memory footprint
- Zero-download, offline-first operation
- Same embedding quality (all-MiniLM-L6-v2)
2. REMOVE SEMANTIC TYPE INFERENCE:
- Delete embeddedKeywordEmbeddings.ts (14MB of pre-computed embeddings)
- Remove typeAwareQueryPlanner.ts and semanticTypeInference.ts
- Remove VerbExactMatchSignal (uses keyword embeddings)
- Update SmartRelationshipExtractor to 3 signals (55%/30%/15% weights)
API CHANGES (requires v7.0.0):
- Removed: inferTypes(), inferNouns(), inferVerbs(), inferIntent()
- Removed: getSemanticTypeInference(), SemanticTypeInference class
- Removed: TypeInference, SemanticTypeInferenceOptions types
Users can still use natural language queries in find() - they just
need to specify type explicitly for type-optimized searches.
PACKAGE SIZE IMPACT:
- Compressed: 90.1 MB → 86.2 MB (-4.3%)
- Uncompressed: 114.4 MB → 100.3 MB (-12%)
- ~448K lines of code removed
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-06 12:52:34 -08:00 |
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46c6af3f21
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feat: implement always-adaptive caching with getCacheStats monitoring
Replaces lazy mode concept with always-adaptive caching strategy:
- Rename getLazyModeStats() → getCacheStats() with enhanced metrics
- Change lazyModeEnabled boolean → cachingStrategy enum ('preloaded' | 'on-demand')
- Update preloading threshold from 30% to 80% for better cache utilization
- Add comprehensive production monitoring and diagnostics
- Add memory detection for containers (Docker/K8s cgroups v1/v2)
- Add adaptive memory sizing from 2GB to 128GB+ systems
Breaking changes: None (backward compatible, deprecated lazy option ignored)
New APIs:
- getCacheStats(): Comprehensive cache performance statistics
- cachingStrategy field: Transparent strategy reporting
- Enhanced fairness metrics and memory pressure monitoring
Documentation:
- Add migration guide for v3.36.0
- Add operations/capacity-planning.md for enterprise deployments
- Update all examples and troubleshooting guides
- Rename monitor-lazy-mode.ts → monitor-cache-performance.ts
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2025-10-10 14:09:30 -07:00 |
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