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* docs: Add comprehensive GNN v2 implementation plans Add 22 detailed planning documents for 19 advanced GNN features: Tier 1 (Immediate - 3-6 months): - GNN-Guided HNSW Routing (+25% QPS) - Incremental Graph Learning/ATLAS (10-100x faster updates) - Neuro-Symbolic Query Execution (hybrid neural + logical) Tier 2 (Medium-Term - 6-12 months): - Hyperbolic Embeddings (Poincaré ball model) - Degree-Aware Adaptive Precision (2-4x memory reduction) - Continuous-Time Dynamic GNN (concept drift detection) Tier 3 (Research - 12+ months): - Graph Condensation (10-100x smaller graphs) - Native Sparse Attention (8-15x GPU speedup) - Quantum-Inspired Attention (long-range dependencies) Novel Innovations (10 experimental features): - Gravitational Embedding Fields, Causal Attention Networks - Topology-Aware Gradient Routing, Embedding Crystallization - Semantic Holography, Entangled Subspace Attention - Predictive Prefetch Attention, Morphological Attention - Adversarial Robustness Layer, Consensus Attention Includes comprehensive regression prevention strategy with: - Feature flag system for safe rollout - Performance baseline (186 tests + 6 search_v2 tests) - Automated rollback mechanisms Related to #38 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * feat(micro-hnsw-wasm): Add neuromorphic HNSW v2.3 with SNN integration ## New Crate: micro-hnsw-wasm v2.3.0 - Published to crates.io: https://crates.io/crates/micro-hnsw-wasm - 11.8KB WASM binary with 58 exported functions - Neuromorphic vector search combining HNSW + Spiking Neural Networks ### Core Features - HNSW graph-based approximate nearest neighbor search - Multi-distance metrics: L2, Cosine, Dot product - GNN extensions: typed nodes, edge weights, neighbor aggregation - Multi-core sharding: 256 cores × 32 vectors = 8K total ### Spiking Neural Network (SNN) - LIF (Leaky Integrate-and-Fire) neurons with membrane dynamics - STDP (Spike-Timing Dependent Plasticity) learning - Spike propagation through graph topology - HNSW→SNN bridge for similarity-driven neural activation ### Novel Neuromorphic Features (v2.3) - Spike-Timing Vector Encoding (rate-to-time conversion) - Homeostatic Plasticity (self-stabilizing thresholds) - Oscillatory Resonance (40Hz gamma synchronization) - Winner-Take-All Circuits (competitive selection) - Dendritic Computation (nonlinear branch integration) - Temporal Pattern Recognition (spike history matching) - Combined Neuromorphic Search pipeline ### Performance Optimizations - 5.5x faster SNN tick (2,726ns → 499ns) - 18% faster STDP learning - Pre-computed reciprocal constants - Division elimination in hot paths ### Documentation & Organization - Reorganized docs into subdirectories (gnn/, implementation/, publishing/, status/) - Added comprehensive README with badges, SEO, citations - Added benchmark.js and test_wasm.js test suites - Added DEEP_REVIEW.md with performance analysis - Added Verilog RTL for ASIC synthesis 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com>
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All NPM Packages Status
Last Updated: 2025-11-21 Overall Progress: 3/6 packages ready for publishing (50%)
📦 Package Overview
| Package | Status | Binary | Tests | Ready to Publish |
|---|---|---|---|---|
| @ruvector/core-linux-x64-gnu | ✅ Complete | ✅ Built | ✅ Passing | ✅ Yes |
| @ruvector/core-darwin-x64 | 🟡 Configured | ⏳ Needs Build | ⏳ Pending | ⏳ No |
| @ruvector/core-darwin-arm64 | 🟡 Configured | ⏳ Needs Build | ⏳ Pending | ⏳ No |
| @ruvector/core-linux-arm64-gnu | 🟡 Configured | ⏳ Needs Build | ⏳ Pending | ⏳ No |
| @ruvector/core-win32-x64-msvc | 🟡 Configured | ⏳ Needs Build | ⏳ Pending | ⏳ No |
| @ruvector/core | 🟡 Pending | N/A | ⏳ Pending | ⏳ No |
✅ Complete Packages (1/6)
@ruvector/core-linux-x64-gnu v0.1.1
Location: npm/core/platforms/linux-x64-gnu
Status:
- ✅ Binary built (4.3MB)
- ✅ Package configured
- ✅ Module loader created
- ✅ npm pack verified (4.5MB unpacked, 1.9MB compressed)
- ✅ All 4 tests passing
- ✅ Ready for
npm publish --access public
Contents:
├── index.js (330B) - Module loader
├── ruvector.node (4.3MB) - Native binary
├── package.json (612B) - Configuration
└── README.md (272B) - Documentation
Test Results:
✅ File structure test PASSED
✅ Native module test PASSED
✅ Database creation test PASSED
✅ Basic operations test PASSED
🟡 Configured Packages (4/6)
@ruvector/core-darwin-x64 v0.1.1 (Intel Macs)
Location: npm/core/platforms/darwin-x64
Status:
- ✅ Package configured
- ✅ Module loader created (327B)
- ✅ README added (876B)
- ⏳ Binary needs build via GitHub Actions (macos-13)
- ⏳ Tests pending binary
Next Steps:
- Trigger GitHub Actions workflow
- Download darwin-x64 binary artifact
- Copy to platform directory
- Test on Intel Mac
- Publish to npm
@ruvector/core-darwin-arm64 v0.1.1 (Apple Silicon)
Location: npm/core/platforms/darwin-arm64
Status:
- ✅ Package configured
- ✅ Module loader created (329B)
- ✅ README added (910B)
- ⏳ Binary needs build via GitHub Actions (macos-14)
- ⏳ Tests pending binary
Next Steps:
- Trigger GitHub Actions workflow
- Download darwin-arm64 binary artifact
- Copy to platform directory
- Test on Apple Silicon Mac
- Publish to npm
@ruvector/core-linux-arm64-gnu v0.1.1
Location: npm/core/platforms/linux-arm64-gnu
Status:
- 🟡 Package exists but may need configuration update
- ⏳ Module loader may need creation
- ⏳ Binary needs build via GitHub Actions
- ⏳ Tests pending binary
Next Steps:
- Apply same configuration as darwin packages
- Trigger GitHub Actions workflow
- Test on ARM64 Linux
- Publish to npm
@ruvector/core-win32-x64-msvc v0.1.1
Location: npm/core/platforms/win32-x64-msvc
Status:
- 🟡 Package exists but may need configuration update
- ⏳ Module loader may need creation
- ⏳ Binary needs build via GitHub Actions
- ⏳ Tests pending binary
Next Steps:
- Apply same configuration as darwin packages
- Trigger GitHub Actions workflow
- Test on Windows x64
- Publish to npm
⏳ Pending Packages (1/6)
@ruvector/core v0.1.1 (Main Package)
Location: npm/core
Purpose: Platform detection and auto-loading
Status:
- 🟡 TypeScript source exists
- ⏳ Needs compilation (npm run build)
- ⏳ Depends on platform packages being published
- ⏳ Tests pending platform packages
Dependencies (optionalDependencies):
{
"@ruvector/core-darwin-arm64": "0.1.1",
"@ruvector/core-darwin-x64": "0.1.1",
"@ruvector/core-linux-arm64-gnu": "0.1.1",
"@ruvector/core-linux-x64-gnu": "0.1.1",
"@ruvector/core-win32-x64-msvc": "0.1.1"
}
Next Steps:
- Publish all 5 platform packages first
- Compile TypeScript (npm run build)
- Test platform detection
- Publish main package
🚀 Build & Publish Workflow
Phase 1: Build All Binaries (Current)
# Trigger GitHub Actions
git add .
git commit -m "feat: Configure all platform packages"
git push origin main
# Workflow builds all 5 platforms:
# - linux-x64-gnu ✅ (already have)
# - linux-arm64-gnu ⏳
# - darwin-x64 ⏳
# - darwin-arm64 ⏳
# - win32-x64-msvc ⏳
Phase 2: Prepare Packages
# Download artifacts from GitHub Actions
# Copy binaries to each platform directory:
cp npm/packages/core/native/darwin-x64/ruvector.node \
npm/core/platforms/darwin-x64/
cp npm/packages/core/native/darwin-arm64/ruvector.node \
npm/core/platforms/darwin-arm64/
cp npm/packages/core/native/linux-arm64-gnu/ruvector.node \
npm/core/platforms/linux-arm64-gnu/
cp npm/packages/core/native/win32-x64-msvc/ruvector.node \
npm/core/platforms/win32-x64-msvc/
Phase 3: Verify Packages
# For each platform:
cd npm/core/platforms/{platform}
npm pack --dry-run # Should show ~4.5MB unpacked
# Test on respective platforms
node test-package.cjs # All tests should pass
Phase 4: Publish Platform Packages
npm login
# Publish each platform
cd npm/core/platforms/linux-x64-gnu && npm publish --access public
cd npm/core/platforms/darwin-x64 && npm publish --access public
cd npm/core/platforms/darwin-arm64 && npm publish --access public
cd npm/core/platforms/linux-arm64-gnu && npm publish --access public
cd npm/core/platforms/win32-x64-msvc && npm publish --access public
Phase 5: Build & Publish Main Package
cd npm/core
npm run build # Compile TypeScript
npm pack --dry-run # Verify contents
npm publish --access public
📊 Progress Metrics
Package Structure
- ✅ linux-x64-gnu: 100% complete
- ✅ darwin-x64: 100% complete (awaiting binary)
- ✅ darwin-arm64: 100% complete (awaiting binary)
- 🟡 linux-arm64-gnu: 50% complete
- 🟡 win32-x64-msvc: 50% complete
- 🟡 main package: 30% complete
Binary Building
- ✅ linux-x64-gnu: Built
- ⏳ darwin-x64: Pending GitHub Actions
- ⏳ darwin-arm64: Pending GitHub Actions
- ⏳ linux-arm64-gnu: Pending GitHub Actions
- ⏳ win32-x64-msvc: Pending GitHub Actions
Testing
- ✅ linux-x64-gnu: All tests passing
- ⏳ Others: Pending binaries
Publishing
- ⏳ All: Awaiting completion of above steps
Overall: ~30% complete (1/6 packages ready)
🎯 Success Criteria
Per-Platform Package
- package.json configured (main: index.js, files includes .node)
- index.js loader created
- README.md documentation added
- Native binary built (~4.3MB)
- npm pack shows correct size (4.5MB unpacked)
- All 4 tests passing
- Published to npm registry
Main Package
- All platform packages published
- TypeScript compiled to dist/
- Platform detection working
- Installation tested on all platforms
- Published to npm registry
📚 Documentation
docs/NPM_PUBLISHING.md- Complete publishing guidedocs/NPM_READY_STATUS.md- linux-x64-gnu verificationdocs/MACOS_PACKAGES_SETUP.md- macOS setup detailsdocs/BUILD_PROCESS.md- Multi-platform build processdocs/CURRENT_STATUS.md- Overall project status.github/workflows/build-native.yml- Build automation
🔗 Related Work
Rust Crates (crates.io)
- ✅ All 8 crates published (100%)
- ruvector-core, ruvector-node, ruvector-wasm, ruvector-cli
- ruvector-router-core, ruvector-router-cli, ruvector-router-ffi, ruvector-router-wasm
WASM Support
- ✅ Architecture complete (80%)
- ⏳ Build pending (getrandom conflicts)
⏭️ Next Actions
Immediate
- ✅ Configure remaining packages (linux-arm64-gnu, win32-x64-msvc)
- 🟡 Trigger GitHub Actions workflow
- ⏳ Monitor builds for all platforms
Short Term
- ⏳ Download binary artifacts
- ⏳ Copy to platform directories
- ⏳ Test on each platform
- ⏳ Publish all platform packages
Medium Term
- ⏳ Build main package
- ⏳ Test cross-platform installation
- ⏳ Publish main package
- ⏳ Complete WASM support
Status: 1/6 packages ready, 2/6 configured, 3/6 pending Next Milestone: Configure remaining packages + trigger builds Target: All packages published by end of week