Roadmap¶
VSS Feature Store development plan
Current Status (v1.0)¶
✅ Completed¶
- [x] API (v1) design completed
- [x] Feature Store API implementation
- [x] Metadata Store implementation
- [x] Point-in-Time query support
- [x] Batch registration/retrieval features
- [x] MCP integration
2026 Q1 (v1.1)¶
🚧 In Progress¶
- [ ] VSS Refactoring Requirements
- Add Completion Marker feature
- Store Request Body JSON
- Add Content Metadata fields
- [ ] Write Pipeline (W1) Implementation
- Milvus → Feature Store auto-sync
- Airflow-based pipeline
- 10-minute execution cycle
2026 Q2 (v1.2)¶
📋 Planned¶
-
[ ] Performance Optimization
- Parquet partitioning optimization
- Metadata indexing improvements
- Batch query performance enhancement
-
[ ] Monitoring & Testing
- Automated performance testing
- Synchronization monitoring dashboard
- Error notification system