Expand description
Vector Index
Modules§
- bq
- Binary Quantization (BQ)
- flat
- Flat Vector Index.
- graph
- Generic Graph implementation.
- hnsw
- HNSW graph implementation.
- ivf
- IVF - Inverted File Index
- kmeans
- KMeans implementation for Apache Arrow Arrays.
- pq
- Product Quantization
- quantizer
- residual
- sq
- storage
- Vector Storage, holding (quantized) vectors and providing distance calculation.
- transform
- Vector Transforms
- utils
- v3
Structs§
- Query
- Query parameters for the vector indices
Constants§
- CENTROID_
DIST_ COLUMN - DISTANCE_
TYPE_ KEY - DIST_
COL - DIST_
Q_ C_ COLUMN - INDEX_
UUID_ COLUMN - LOSS_
METADATA_ KEY - PART_
ID_ COLUMN - PQ_
CODE_ COLUMN - SQ_
CODE_ COLUMN
Statics§
Traits§
- Vector
Index - Vector Index for (Approximate) Nearest Neighbor (ANN) Search.
- Vector
Index Cache Entry