vecdb

package

v0.1.0-devel.1 Latest Latest Go to latest Published: Sep 7, 2025 License: Unlicense Imports: 6 Imported by: 0

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var (
	ErrInvalidDim  = errors.New("invalid dim: must be > 0")
	ErrDimMismatch = errors.New("vector dim mismatch")
)

This section is empty.

type Chunk struct {
	Content string
	Vec     Vector
	Meta    any
}

type Meta struct {
	Source string `json:"path,omitempty"`
	Index  int    `json:"index,omitempty"`
}

func DecodeMeta(raw json.RawMessage) (Meta, error)

type Opt func(*VectorDB)

func WithPath(p string) Opt

type SearchResult struct {
	ID       rid
	Distance float64
	Content  string
	Meta     json.RawMessage
}

type Vector []float32

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

func New(dim int, opts ...Opt) (*VectorDB, error)

func (v *VectorDB) Close() error

func (v *VectorDB) Insert(chunks []Chunk) (retErr error)

func (v *VectorDB) SearchKNN(q Vector, k int) ([]SearchResult, error)