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