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vectorizer

package

v1.25.0 Latest Latest Go to latest Published: May 9, 2024 License: BSD-3-Clause Imports: 9 Imported by: 0

Details

Valid go.mod file
Redistributable license
Tagged version
Stable version
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Repository

github.com/weaviate/weaviate

Links

Documentation ¶

Index ¶

Constants
func NewClassSettings(cfg moduletools.ClassConfig) *classSettings
type ClassSettings
type Client
type Vectorizer
- func New(client Client) *Vectorizer

Constants ¶

View Source

const (
	DefaultHuggingFaceModel      = "sentence-transformers/msmarco-bert-base-dot-v5"
	DefaultOptionWaitForModel    = false
	DefaultOptionUseGPU          = false
	DefaultOptionUseCache        = true
	DefaultVectorizeClassName    = true
	DefaultPropertyIndexed       = true
	DefaultVectorizePropertyName = false
)

Variables ¶

This section is empty.

Functions ¶

func NewClassSettings ¶

func NewClassSettings(cfg moduletools.ClassConfig) *classSettings

Types ¶

type ClassSettings ¶

type ClassSettings interface {
	PropertyIndexed(property string) bool
	VectorizePropertyName(propertyName string) bool
	VectorizeClassName() bool
	EndpointURL() string
	PassageModel() string
	QueryModel() string
	OptionWaitForModel() bool
	OptionUseGPU() bool
	OptionUseCache() bool
}

IndexCheck returns whether a property of a class should be indexed

type Client ¶

type Client interface {
	Vectorize(ctx context.Context, input string,
		config ent.VectorizationConfig) (*ent.VectorizationResult, error)
	VectorizeQuery(ctx context.Context, input string,
		config ent.VectorizationConfig) (*ent.VectorizationResult, error)
}

type Vectorizer ¶

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

func New ¶

func New(client Client) *Vectorizer

func (*Vectorizer) Object ¶

func (v *Vectorizer) Object(ctx context.Context, object *models.Object, cfg moduletools.ClassConfig,
) ([]float32, models.AdditionalProperties, error)

func (*Vectorizer) Texts ¶

func (v *Vectorizer) Texts(ctx context.Context, inputs []string,
	cfg moduletools.ClassConfig,
) ([]float32, error)

func (*Vectorizer) VectorizeInput ¶

func (v *Vectorizer) VectorizeInput(ctx context.Context, input string,
	icheck vectorizer.ClassIndexCheck,
) ([]float32, error)

Source Files ¶

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