Mistral

Mistral Embedder is a class that allows you to embed documents using Mistral AI’s embedding models.

Parameters

Parameter	Type	Description	Default
id	str	The model ID to use for embeddings	"mistral-embed"
dimensions	int	Output dimensions of the embedding	1024
request_params	Optional[Dict[str, Any]]	Additional parameters for embedding requests	None
api_key	Optional[str]	Mistral API key	Environment variable MISTRAL_API_KEY
endpoint	Optional[str]	Custom API endpoint URL	None
max_retries	Optional[int]	Maximum number of retry attempts	None
timeout	Optional[int]	Request timeout in seconds	None
client_params	Optional[Dict[str, Any]]	Additional parameters for client initialization	None
mistral_client	Optional[Mistral]	Pre-configured Mistral client	None