lsh

Documentation

Index

• Constants
• type LSH
  • func New(indexName string, kv storage.Contract, ...) (l *LSH, err error)
  • func (l *LSH) Add(id string, embedding []float64) error
  • func (l *LSH) Get(queryVec []float64, threshold float64, k uint32) (neighbors []string, err error)
  • func (l *LSH) Info() map[string]any

Constants

const (
	MIN_NUM_ROUNDS uint32 = 1

	MIN_NUM_HYPERPLANES uint32 = 1

	MIN_SPACE_DIM uint32 = 2
)

Types

type LSH

type LSH struct {
	// contains filtered or unexported fields
}

func New

func New(indexName string, kv storage.Contract, numRounds, numHyperPlanes, spaceDim uint32) (l *LSH, err error)

func (*LSH) Add

func (l *LSH) Add(id string, embedding []float64) error

func (*LSH) Get

func (l *LSH) Get(queryVec []float64, threshold float64, k uint32) (neighbors []string, err error)

func (*LSH) Info

func (l *LSH) Info() map[string]any