Current state
- Core Engine: Fully operational RDF/SPARQL engine powered by Comunica and N3.
- Hybrid Search: RRF-fused Vector and FTS retrieval.
- SDK & CLI: Mature TypeScript SDK and command-line interface for world management.
- Managed Console: High-fidelity dashboard for organization and resource management.
Upcoming
- Expanded Connectors: One-click integrations for Notion, Obsidian, and Google Drive.
- Production Performance: Sub-millisecond vector retrieval and optimized SPARQL execution at the scale of millions of triples.
- Stability and Security: Hardened authentication boundaries and enhanced rate-limiting policies.
Future vision
- Multi-agent synchronization: Real-time memory sharing and conflict resolution between independent agents.
- Decentralized World Protocol: Peer-to-peer knowledge exchange and federated SPARQL querying across organization boundaries.
- Self-improving ontologies: Automated schema refinement based on long-term agent interaction and feedback.