ruvector/docs
Claude 9923056af2 docs(dag): add comprehensive Neural DAG Learning implementation plan
Add complete documentation for 15-agent swarm implementation of self-learning
DAG system integrating RuVector with QuDAG quantum-resistant consensus.

Documents created:
- 00-INDEX.md: Document index and priority matrix
- 01-ARCHITECTURE.md: 7-layer system architecture
- 02-DAG-ATTENTION-MECHANISMS.md: 7 novel attention mechanisms
- 03-SONA-INTEGRATION.md: Self-Optimizing Neural Architecture
- 04-POSTGRES-INTEGRATION.md: pgrx extension integration
- 05-QUERY-PLAN-DAG.md: Query plan to DAG conversion
- 06-MINCUT-OPTIMIZATION.md: Subpolynomial O(n^0.12) algorithms
- 07-SELF-HEALING.md: Autonomous anomaly detection and repair
- 08-QUDAG-INTEGRATION.md: Quantum-resistant distributed consensus
- 09-SQL-API.md: Complete SQL function reference (50+ functions)
- 10-TESTING-STRATEGY.md: Unit, integration, property tests
- 11-AGENT-TASKS.md: 15-agent task breakdown and dependencies
- 12-MILESTONES.md: 8-phase implementation milestones

Key features documented:
- 7 DAG-centric attention mechanisms (Topological, Causal Cone, etc.)
- SONA integration with MicroLoRA (<100μs adaptation)
- ReasoningBank with K-means++ clustering
- EWC++ for catastrophic forgetting prevention
- ML-KEM-768 and ML-DSA quantum-resistant cryptography
- rUv token integration for distributed pattern learning
2025-12-29 22:15:55 +00:00
..
api docs: Add Cypher reference, include Tiny Dancer, fix WASM build 2025-11-26 12:54:04 +00:00
architecture docs: Reorganize documentation and add postgres README 2025-12-02 16:45:44 +00:00
benchmarks feat(postgres): Add HNSW index and embedding functions support (#62) 2025-12-09 11:14:52 -05:00
cloud-architecture Implement global streaming optimization for 500M concurrent streams 2025-11-20 18:51:26 +00:00
dag docs(dag): add comprehensive Neural DAG Learning implementation plan 2025-12-29 22:15:55 +00:00
development feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
examples feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00
gnn feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
guides feat(postgres): Add HNSW index and embedding functions support (#62) 2025-12-09 11:14:52 -05:00
hnsw docs: Reorganize documentation and add postgres README 2025-12-02 16:45:44 +00:00
hooks feat(cli): Implement full hooks system in Rust CLI 2025-12-27 01:08:36 +00:00
implementation feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
integration feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
nervous-system feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00
optimization chore(docs): Clean up and reorganize documentation structure 2025-12-25 19:39:44 +00:00
plans/subpolynomial-time-mincut chore(docs): Clean up and reorganize documentation structure 2025-12-25 19:39:44 +00:00
postgres Feat/ruvector postgres v2 (#82) 2025-12-25 17:02:55 -05:00
project-phases Clean up repository structure and organize documentation 2025-11-20 19:50:03 +00:00
publishing feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
research chore(docs): Clean up and reorganize documentation structure 2025-12-25 19:39:44 +00:00
sql feat(postgres): Add ruvector-postgres extension with SIMD optimizations (#42) 2025-12-02 09:55:07 -05:00
testing Clean up repository structure and organize documentation 2025-11-20 19:50:03 +00:00
.gitkeep Clean up repository structure and organize documentation 2025-11-20 19:50:03 +00:00
algorithmic-optimization-analysis.md docs: Add performance optimization analysis reports 2025-12-26 17:41:13 +00:00
BTSP_IMPLEMENTATION.md feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00
code-review-mincut-gated-transformer.md fix(security): Critical security and performance improvements 2025-12-26 16:25:02 +00:00
dendrite-implementation-summary.md feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00
INDEX.md chore(docs): Clean up and reorganize documentation structure 2025-12-25 19:39:44 +00:00
mincut-transformer-memory-optimization-analysis.md docs: Add performance optimization analysis reports 2025-12-26 17:41:13 +00:00
nervous-system-eventbus-summary.md feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00
README.md Clean up repository structure and organize documentation 2025-11-20 19:50:03 +00:00
REPO_STRUCTURE.md feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40) 2025-12-01 22:30:15 -05:00
simd-optimization-analysis.md docs: Add performance optimization analysis reports 2025-12-26 17:41:13 +00:00
SPECULATIVE_DECODING.md docs(mincut-transformer): Add examples and documentation for SOTA features 2025-12-26 19:55:06 +00:00
workspace-implementation-summary.md feat(nervous-system): Complete bio-inspired neural architecture implementation 2025-12-28 04:05:08 +00:00

RuVector Documentation

Complete documentation for RuVector, the high-performance Rust vector database with global scale capabilities.

📚 Documentation Structure

Getting Started

Quick start guides and tutorials for new users:

Architecture & Design

System architecture and design documentation:

API Reference

API documentation for different platforms:

User Guides

Comprehensive user guides:

Performance & Optimization

Performance tuning and benchmarking:

Development

Contributing and development guides:

Testing

Testing documentation and reports:

Project History

Historical project phase documentation:

Implementation Summary


For New Users

  1. Start with Getting Started Guide
  2. Try the Basic Tutorial
  3. Review API Documentation

For Cloud Deployment

  1. Read Architecture Overview
  2. Follow Deployment Guide
  3. Apply Performance Optimizations

For Contributors

  1. Read Contributing Guidelines
  2. Review Technical Plan
  3. Check Migration Guide

For Performance Tuning

  1. Review Optimization Guide
  2. Run Benchmarks
  3. Apply Query Optimizations

📊 Documentation Status

Category Files Status
Getting Started 7 Complete
Architecture 11 Complete
API Reference 2 Complete
User Guides 4 Complete
Optimization 4 Complete
Development 3 Complete
Testing 2 Complete
Project Phases 8 📚 Historical

Total Documentation: 40+ comprehensive documents


🔗 External Resources


Last Updated: 2025-11-20 | Version: 0.1.0 | Status: Production Ready