| Release Milestone | Feature | Description |
|---|---|---|
| Preview 1 | ||
| ✔️ | Basic CRUD Operations | Implement Create, Read, Update, and Delete operations for vectors. Develop unit tests for these operations. |
| ✔️ | Indexing | Introduce efficient indexing mechanisms for quick retrieval. Implement vector similarity search. |
| ✔️ | Persistence | Ensure data persistence with disk-backed storage. |
| 🔄 | Web API | Basic API that is accessible via gRPC |
| ✔️ | NuGet (in-line library) | NuGet package for .NET library for in-line databases |
| ⬜ | Documentation | Provide detailed documentation for setup and usage. Create API documentation. |
| Preview 2 | ||
| ⬜ | Docker and NuGet releases | Publish Web API into a self-contained Docker image, and local SDK into NuGet releases |
| ⬜ | Optimizations | Optimize search algorithms for better performance. Implement caching mechanisms. |
| ⬜ | Scaling | Develop features for scaling horizontally. Support distributed storage. |
| ⬜ | User Authentication | Implement authentication and authorization mechanisms. |
| ⬜ | Advanced Query Capabilities | Support complex queries, including filtering and ranking. |
| ⬜ | Hybrid Search | Combine vector search with keyword-based search. |
| Preview 3 | ||
| ⬜ | Real-time Updates | Support real-time vector updates and low-latency queries. |
| ⬜ | Integration and Interoperability | Develop connectors for popular data processing frameworks (e.g., TensorFlow, PyTorch). |
| ⬜ | Security | Implement robust security features, including encryption and access controls. |
| ⬜ | Performance Monitoring and Analytics | Offer tools for monitoring performance and analyzing usage patterns. |
| Preview 4 | ||
| ⬜ | Plugins and Integrations | Allow community-contributed plugins. Integrate with popular data processing tools. List is TBD |
This repository was archived by the owner on Apr 7, 2026. It is now read-only.