mirror of
https://github.com/ruvnet/RuVector.git
synced 2026-05-27 17:23:34 +00:00
7e682ea526
#28 (null): hub_modules ∈ {0, 1, 2, 3, 4, 6, 8} at N=1024/40-modules. Peak stays at hub=3 → 0.516. hub ∈ [0, 2] cluster at 0.487–0.488; hub ≥ 4 collapses to 0.37–0.43. Narrow non-monotonic peak, not a smooth ridge. The "smaller hub wins" pattern from N=512 does NOT generalise to N=1024 — 2nd ADR-level case of "hypothesis from small-N extrapolates wrong at large N" (1st was item 22 on fixed γ). #29: fine num_modules ∈ {20, 25, 30, 35, 40, 50, 60, 80} at N=1024/ hub=3. New N=1024 peak: 0.531 @ modules=30 (density 34.1), γ=3.0 (70 communities vs 30 truth). Secondary peak at modules=80/γ=2.5 scores 0.515 — multi-modal landscape confirmed. Finding: at N=1024 the optimal density is 34.1 neurons/module, not 25.6. At N=512 it's 25.6. The 4-D landscape (N × density × γ × hub) does not factorize. AC-3a gap at N=1024 now 1.41× (down from 1.47×). Best-across-scales remains 0.599 @ (N=512, modules=20, hub=1, γ=4.0) — 1.25× gap. - tests/leiden_cpm.rs: leiden_cpm_hub_fraction_sweep_at_n1024, leiden_cpm_module_count_sweep_at_n1024_hub3 - ADR-154 §17 rows 28, 29 + heading 27 → 29 Co-Authored-By: claude-flow <ruv@ruv.net> |
||
|---|---|---|
| .. | ||
| adr | ||
| analysis | ||
| api | ||
| architecture | ||
| benchmarks | ||
| cloud-architecture | ||
| cnn | ||
| code-reviews | ||
| dag | ||
| development | ||
| examples | ||
| gnn | ||
| guides | ||
| hnsw | ||
| hooks | ||
| implementation | ||
| integration | ||
| nervous-system | ||
| optimization | ||
| plans/subpolynomial-time-mincut | ||
| postgres | ||
| project-phases | ||
| publishing | ||
| research | ||
| reviews | ||
| ruvllm | ||
| rvagent | ||
| security | ||
| sparse-inference | ||
| sql | ||
| testing | ||
| training | ||
| .gitkeep | ||
| .nojekyll | ||
| agi-container.md | ||
| C2-shell-execution-hardening.md | ||
| C8_RESULT_VALIDATION_IMPLEMENTATION.md | ||
| consciousness-api.md | ||
| IMPLEMENTATION-C5.md | ||
| index.html | ||
| INDEX.md | ||
| moe-routing-optimization-analysis.md | ||
| README.md | ||
| REPO_STRUCTURE.md | ||
| research-openfang.md | ||
RuVector Documentation
Complete documentation for RuVector, the high-performance Rust vector database with global scale capabilities.
📚 Documentation Structure
docs/
├── adr/ # Architecture Decision Records
├── analysis/ # Research & analysis docs
├── api/ # API references (Rust, Node.js, Cypher)
├── architecture/ # System design docs
├── benchmarks/ # Performance benchmarks & results
├── cloud-architecture/ # Cloud deployment guides
├── code-reviews/ # Code review documentation
├── dag/ # DAG implementation
├── development/ # Developer guides
├── examples/ # SQL examples
├── gnn/ # GNN/Graph implementation
├── guides/ # User guides & tutorials
├── hnsw/ # HNSW index documentation
├── hooks/ # Hooks system documentation
├── implementation/ # Implementation details & summaries
├── integration/ # Integration guides
├── nervous-system/ # Nervous system architecture
├── optimization/ # Performance optimization guides
├── plans/ # Implementation plans
├── postgres/ # PostgreSQL extension docs
├── project-phases/ # Development phases
├── publishing/ # NPM publishing guides
├── research/ # Research documentation
├── ruvllm/ # RuVLLM documentation
├── security/ # Security audits & reports
├── sparse-inference/ # Sparse inference docs
├── sql/ # SQL examples
├── testing/ # Testing documentation
└── training/ # Training & LoRA docs
Getting Started
- guides/GETTING_STARTED.md - Getting started guide
- guides/BASIC_TUTORIAL.md - Basic tutorial
- guides/INSTALLATION.md - Installation instructions
- guides/AGENTICDB_QUICKSTART.md - AgenticDB quick start
- guides/wasm-api.md - WebAssembly API documentation
Architecture & Design
- architecture/ - System architecture details
- cloud-architecture/ - Global cloud deployment
- adr/ - Architecture Decision Records
- nervous-system/ - Nervous system architecture
API Reference
- api/RUST_API.md - Rust API reference
- api/NODEJS_API.md - Node.js API reference
- api/CYPHER_REFERENCE.md - Cypher query reference
Performance & Benchmarks
- benchmarks/ - Performance benchmarks & results
- optimization/ - Performance optimization guides
- analysis/ - Research & analysis docs
Security
- security/ - Security audits & reports
Implementation
- implementation/ - Implementation details & summaries
- integration/ - Integration guides
- code-reviews/ - Code review documentation
Specialized Topics
- gnn/ - GNN/Graph implementation
- hnsw/ - HNSW index documentation
- postgres/ - PostgreSQL extension docs
- ruvllm/ - RuVLLM documentation
- training/ - Training & LoRA docs
Development
- development/CONTRIBUTING.md - Contribution guidelines
- development/MIGRATION.md - Migration guide
- testing/ - Testing documentation
- publishing/ - NPM publishing guides
Research
- research/ - Research documentation
- cognitive-frontier/ - Cognitive frontier research
- gnn-v2/ - GNN v2 research
- latent-space/ - HNSW & attention research
- mincut/ - MinCut algorithm research
🚀 Quick Links
For New Users
- Start with Getting Started Guide
- Try the Basic Tutorial
- Review API Documentation
For Cloud Deployment
- Read Architecture Overview
- Follow Deployment Guide
- Apply Performance Optimizations
For Contributors
- Read Contributing Guidelines
- Review Architecture Decisions
- Check Migration Guide
For Performance Tuning
- Review Optimization Guide
- Run Benchmarks
- Check Analysis
📊 Documentation Status
| Category | Directory | Status |
|---|---|---|
| Getting Started | guides/ | ✅ Complete |
| Architecture | architecture/, adr/ | ✅ Complete |
| API Reference | api/ | ✅ Complete |
| Performance | benchmarks/, optimization/, analysis/ | ✅ Complete |
| Security | security/ | ✅ Complete |
| Implementation | implementation/, integration/ | ✅ Complete |
| Development | development/, testing/ | ✅ Complete |
| Research | research/ | 📚 Ongoing |
Total Documentation: 460+ documents across 60+ directories
🔗 External Resources
- GitHub Repository: https://github.com/ruvnet/ruvector
- Main README: ../README.md
- Changelog: ../CHANGELOG.md
- License: ../LICENSE
Last Updated: 2026-02-26 | Version: 2.0.4 (core) / 0.1.100 (npm) | Status: Production Ready