David Snelling
2c4b34e9fb
- Moved API design docs to docs/api-design/ - Moved planning docs to docs/planning/ - Root now only contains standard repo files (README, LICENSE, etc.) - Keeps CLAUDE.md and PLAN.md uncommitted for privacy Clean root directory for better project organization.
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4.2 KiB
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158 lines
No EOL
4.2 KiB
Markdown
# Brainy Roadmap
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## Vision
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Brainy aims to be the most intelligent, adaptable, and accessible AI database. This roadmap outlines our path to achieving that vision.
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## Current Version: 2.0.0 (January 2025)
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### ✅ Completed Features (More than expected!)
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- **Noun-Verb Taxonomy**: With neural entity detection
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- **Triple Intelligence**: With query optimization
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- **Storage Adapters**: All 4 with multi-level caching
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- **NLP**: 220+ patterns with basic entity extraction
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- **WAL & Entity Registry**: Full implementation
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- **Distributed Modes**: Read-only/Write-only optimization
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- **Neural Import**: AI-powered data understanding
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- **11+ Augmentations**: WebSocket, WebRTC, batching, more
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- **Statistics System**: Complete metrics tracking
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- **Performance Monitor**: Real-time monitoring
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- **GPU Detection**: WebGPU/CUDA detection
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- **3-Level Cache**: Sophisticated caching system
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## 🚧 Q1 2025 (Integration Needed)
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### Import/Export Integration
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- [ ] Wire existing CSV parser to CLI
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- [ ] Connect JSON parser to main API
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- [ ] Expose Neural Import via commands
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- [ ] Add SQL database import
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- [ ] Add MongoDB import
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### Enhanced Natural Language
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- [x] Basic entity extraction (exists)
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- [ ] Improve entity extraction accuracy
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- [ ] Complex query understanding
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- [ ] Multi-language support
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## 📅 Q2 2025
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### Monitoring & Observability Enhancement
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- [x] Metrics collection (exists)
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- [x] Performance tracking (exists)
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- [ ] Query analytics dashboard
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- [ ] Prometheus/Grafana export
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- [ ] OpenTelemetry integration
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### Auto-Optimization
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- [ ] Query pattern learning
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- [ ] Automatic index creation
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- [ ] Dynamic batch sizing
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- [ ] Cache strategy adaptation
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- [ ] Resource auto-scaling
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### Security Enhancements
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- [ ] Automatic encryption at rest
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- [ ] Audit logging system
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- [ ] Role-based access control
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- [ ] API key management
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## 📅 Q3 2025
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### Advanced Augmentations
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- [ ] Compression augmentation
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- [ ] Advanced caching strategies
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- [ ] Neural document import
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- [ ] Custom augmentation marketplace
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### Cloud Integration
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- [ ] AWS auto-detection and optimization
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- [ ] Google Cloud integration
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- [ ] Azure support
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- [ ] Vercel Edge optimization
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- [ ] Cloudflare Workers support
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### Performance Optimizations
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- [ ] GPU acceleration (WebGPU/CUDA)
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- [ ] SIMD optimizations
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- [ ] Memory pressure handling
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- [ ] Connection pool auto-scaling
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## 📅 Q4 2025
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### Distributed Computing
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- [ ] Clustering support
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- [ ] Multi-region replication
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- [ ] Sharding strategies
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- [ ] Consensus protocols
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- [ ] Federated queries
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### Compliance & Enterprise
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- [ ] GDPR compliance toolkit
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- [ ] HIPAA compliance features
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- [ ] SOC2 audit support
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- [ ] Data residency controls
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- [ ] Enterprise SSO
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## 🔮 2026 and Beyond
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### Advanced AI/ML
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- [ ] Model fine-tuning interface
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- [ ] Active learning from feedback
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- [ ] Anomaly detection
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- [ ] Explainable AI
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- [ ] Multi-modal support (images, audio, video)
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- [ ] Custom embedding models
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### Developer Experience
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- [ ] Visual query builder
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- [ ] Browser-based admin UI
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- [ ] Mobile SDKs (React Native, Flutter)
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- [ ] GraphQL API generation
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- [ ] One-click cloud deployment
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### Ecosystem
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- [ ] Plugin marketplace
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- [ ] Community augmentations
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- [ ] Certified integrations
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- [ ] Training and certification
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- [ ] Enterprise support tiers
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## Contributing
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We welcome contributions! Priority areas:
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1. **Import/Export**: Help us support more data sources
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2. **Storage Adapters**: Add support for more storage backends
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3. **Augmentations**: Create useful augmentations
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4. **Documentation**: Improve examples and guides
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5. **Testing**: Increase test coverage
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See [CONTRIBUTING.md](CONTRIBUTING.md) for details.
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## Feature Requests
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Have a feature request? Please:
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1. Check this roadmap first
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2. Search existing issues
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3. Open a new issue with the "enhancement" label
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## Versioning Strategy
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- **2.x**: Current major version, backward compatible
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- **Minor releases**: New features (quarterly)
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- **Patch releases**: Bug fixes (as needed)
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- **3.0**: Next major version (2026) with distributed support
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## Commitment to Open Source
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All features on this roadmap will be:
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- ✅ MIT licensed
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- ✅ Available to everyone
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- ✅ No premium tiers
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- ✅ No artificial limitations
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## Status Updates
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This roadmap is updated quarterly. Last update: January 2025
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Star the repo to stay updated on progress! ⭐ |