Package org.apache.lucene.codecs.hnsw

package org.apache.lucene.codecs.hnsw

HNSW vector helper classes. The classes in this package provide a scoring and storing mechanism for vectors stored in a flat file. This allows for HNSW formats to be extended with other flat storage formats or scoring without significant changes to the HNSW code. Some examples for scoring include ScalarQuantizedVectorScorer and DefaultFlatVectorScorer. Some examples for storing include Lucene99FlatVectorsFormat and Lucene99ScalarQuantizedVectorsFormat.

Related Packages

Package	Description
org.apache.lucene.codecs	Codecs API: API for customization of the encoding and structure of the index.

Class	Description
DefaultFlatVectorScorer	Default implementation of FlatVectorsScorer.
FlatFieldVectorsWriter<T>	Vectors' writer for a field
FlatVectorScorerUtil	Utilities for FlatVectorsScorer.
FlatVectorsFormat	Encodes/decodes per-document vectors and provides a scoring interface for the flat stored vectors
FlatVectorsReader	Reads vectors from an index.
FlatVectorsScorer	Provides mechanisms to score vectors that are stored in a flat file The purpose of this class is for providing flexibility to the codec utilizing the vectors
FlatVectorsWriter	Vectors' writer for a field that allows additional indexing logic to be implemented by the caller
HnswGraphProvider	An interface that provides an HNSW graph.
ScalarQuantizedVectorScorer	Default scalar quantized implementation of FlatVectorsScorer.
ScalarQuantizedVectorScorer.ScalarQuantizedRandomVectorScorerSupplier	Quantized vector scorer supplier