Embedders
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 |