Embedders
VoyageAI
VoyageAI Embedder is a class that allows you to embed documents using VoyageAI’s embedding models, which are specifically designed for high-performance text embeddings.
Parameters
| Parameter | Type | Description | Default |
|---|---|---|---|
id | str | The model ID to use for embeddings | "voyage-2" |
dimensions | int | Output dimensions of the embedding | 1024 |
request_params | Optional[Dict[str, Any]] | Additional parameters for embedding requests | None |
api_key | Optional[str] | VoyageAI API key | Environment variable VOYAGEAI_API_KEY |
base_url | str | Base URL for API requests | "https://api.voyageai.com/v1/embeddings" |
max_retries | Optional[int] | Maximum number of retry attempts | None |
timeout | Optional[float] | Request timeout in seconds | None |
client_params | Optional[Dict[str, Any]] | Additional parameters for client initialization | None |
voyage_client | Optional[Client] | Pre-configured VoyageAI client | None |