krotos::NearestNeighbourSearch Class Reference

#include <NearestNeighbourSearch.h>

Public Member Functions
	NearestNeighbourSearch (std::string datasetPath)
	~NearestNeighbourSearch ()
void	getNearestNeighbours (const std::string &query, const int numMatches, std::vector< std::string > &returnResults)

Private Member Functions
std::vector< std::pair< float, hnswlib::labeltype > >	knnQuery (std::string query, int k)
void	addDatasetItems ()

Private Attributes
Dataset	dataset
std::unique_ptr< hnswlib::BruteforceSearch< float > >	alg
hnswlib::SpaceInterface< float > *	space
std::unique_ptr< hnswlib::InnerProductSpace >	m_spaceInstance

Constructor & Destructor Documentation

NearestNeighbourSearch()

krotos::NearestNeighbourSearch::NearestNeighbourSearch

(

std::string

datasetPath

)

~NearestNeighbourSearch()

krotos::NearestNeighbourSearch::~NearestNeighbourSearch

(

)

Member Function Documentation

addDatasetItems()

void krotos::NearestNeighbourSearch::addDatasetItems ( )

private

getNearestNeighbours()

void krotos::NearestNeighbourSearch::getNearestNeighbours	(	const std::string &	query,
		const int	numMatches,
		std::vector< std::string > &	returnResults )

knnQuery()

std::vector< std::pair< float, hnswlib::labeltype > > krotos::NearestNeighbourSearch::knnQuery ( std::string query, int k )

private

Member Data Documentation

alg

std::unique_ptr<hnswlib::BruteforceSearch<float> > krotos::NearestNeighbourSearch::alg

private

dataset

Dataset krotos::NearestNeighbourSearch::dataset

private

m_spaceInstance

std::unique_ptr<hnswlib::InnerProductSpace> krotos::NearestNeighbourSearch::m_spaceInstance

private

space

hnswlib::SpaceInterface<float>* krotos::NearestNeighbourSearch::space

private

---

The documentation for this class was generated from the following files:

• krotos_ml/vector_search/NearestNeighbourSearch.h
• krotos_ml/vector_search/NearestNeighbourSearch.cpp