Index concepts¶
Short when to use primers plus pointers to zvec.org. First-party math, citations, and SDK defaults live under Theory.
Index types in ZVec.NET¶
| Index | Use case | SDK type | Platform notes |
|---|---|---|---|
| HNSW | General-purpose ANN | ZVecHnswIndexParam |
All supported RIDs |
| Flat | Exact search (small datasets) | ZVecFlatIndexParam |
All supported RIDs |
| IVF | Clustered ANN | ZVecIvfIndexParam |
All supported RIDs |
| HNSW-RaBitQ | Quantized HNSW | ZVecHnswRabitqIndexParam |
x86_64 + AVX2 only; C API create still blocked — see coverage |
| DiskANN | Disk-based ANN | ZVecDiskAnnIndexParam |
Linux only |
| Vamana | Graph-based ANN | ZVecVamanaIndexParam |
All supported RIDs |
| Invert | Scalar field index | ZVecInvertIndexParam |
All supported RIDs |
| FTS | Full-text search | ZVecFtsIndexParam |
All supported RIDs |
Primers¶
Upstream¶
- Product docs: zvec.org
- Benchmarks: zvec.org/en/docs/db/benchmarks