search

type Config struct {
	// Index type threshold
	MaxFlatSize int // Use flat index below this size (default: 50000)

	// IVF parameters
	NList  int // Number of clusters (default: 4096)
	NProbe int // Number of clusters to search (default: 8)

	// PQ parameters
	M     int // Number of subquantizers (default: 64)
	NBits int // Bits per subquantizer (default: 8)

	// HNSW parameters
	HNSWEnabled bool // Use HNSW for centroid routing (default: true)
	HNSWM       int  // HNSW connections (default: 16)
	HNSWEfC     int  // HNSW construction parameter (default: 200)

	// Search parameters
	RerankSize  int  // Number of candidates to rerank (default: 128)
	UseParallel bool // Use parallel search (default: true)
}

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

type IndexStats struct {
	Size        int
	IndexType   string
	MemoryUsage int64
	NLists      int
	ListSizes   []int
	PQEnabled   bool
	PQM         int
	PQBits      int
	HNSWEnabled bool
}

type SearchResult struct {
	ID       int
	Score    float32
	Distance float32
}