index

type DataPoint[T comparable] struct {
	ID        T
	Embedding []float64
}

type DistanceMeasure interface {
	CalcDistance(v1, v2 []float64) float64
}

type SearchResult[T comparable] struct {
	ID       T
	Distance float64
	Vector   []float64
}

type VectorIndex[T comparable] struct {
	NumberOfRoots        int
	NumberOfDimensions   int
	MaxItemsPerLeafNode  int
	Roots                []*treeNode[T]
	IDToTreeNodeMapping  map[string]*treeNode[T]
	IDToDataPointMapping map[T]*DataPoint[T]
	DataPoints           []*DataPoint[T]
	DistanceMeasure      DistanceMeasure
	Mutex                *sync.Mutex
}