Building a Free Open Source Singularity (FOSS) through decentralized AI and collaborative knowledge sharing.
- Decentralized Vector Database
- Holochain-based distributed storage
- Efficient vector embedding management
- Hierarchical sharding with Hilbert curves
- Fault-tolerant architecture
- Federated Learning System
- Collaborative model training
- Privacy-preserving knowledge sharing
- Adaptive synchronization protocols
- Real-time metrics collection
- Universal Knowledge Management
- Standardized knowledge representation
- Cross-model compatibility
- Historical knowledge integration
- Efficient transfer protocols
- Agent-centric architecture using Holochain
- Distributed Hash Table (DHT) with smart sharding
- Circuit breaker pattern for fault tolerance
- Exponential backoff with jitter for reliability
- Comprehensive metrics collection
See PRINCIPLES.md for detailed architectural principles and design philosophy.
Currently focusing on:
- Core architecture design
- Knowledge representation standards
- Vector database implementation
- Federated learning protocols