embed

type ClaudeEmbedder ¶

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

ClaudeEmbedder proxies to Anthropic-recommended Voyage AI embeddings. Requires VOYAGE_API_KEY. Defaults:

• model: "voyage-3.5" (override via ADK_EMBED_MODEL)
• input_type: "document" (override via ADK_EMBED_INPUT_TYPE)
• endpoint: "https://api.voyageai.com/v1/embeddings" (override via VOYAGE_API_BASE)

func (c *ClaudeEmbedder) Embed(ctx context.Context, text string) ([]float32, error)

type DummyEmbedder ¶

type DummyEmbedder struct{}

---------- Dummy (fallback) ----------

func (DummyEmbedder) Embed(_ context.Context, text string) ([]float32, error)

type Embedder ¶

type Embedder interface {
	Embed(ctx context.Context, text string) ([]float32, error)
}

Embedder is a pluggable text-embedding provider.

func AutoEmbedder() Embedder

func NewClaudeEmbedder(model string) (Embedder, error)

func NewFastEmbeed(ctx context.Context, opt *Options) (Embedder, error)

func NewOllamaEmbedder(model string) (Embedder, error)

func NewOpenAIEmbedder(model string) (Embedder, error)

func NewVertexAIEmbedder(model string) (Embedder, error)

type FastEmbedder ¶

type FastEmbedder struct{}

func (FastEmbedder) Close() error

func (FastEmbedder) Dim() int

func (FastEmbedder) Embed(ctx context.Context, q string) ([]float32, error)

func (FastEmbedder) EmbedPassages(ctx context.Context, docs []string) ([][]float32, error)

type OllamaEmbedder ¶

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

func (e *OllamaEmbedder) Embed(ctx context.Context, text string) ([]float32, error)

type OpenAIEmbedder ¶

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

func (e *OpenAIEmbedder) Embed(ctx context.Context, text string) ([]float32, error)

type Options ¶

type Options struct {
	Model     string
	CacheDir  string
	MaxLength int
	BatchSize int
}

type VertexAIEmbedder ¶

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

func (e *VertexAIEmbedder) Embed(ctx context.Context, text string) ([]float32, error)