Cohere

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

Parameter	Type	Description	Default
`id`	`str`	The model ID to use for embeddings	`"embed-english-v3.0"`
`input_type`	`str`	Type of input being embedded (e.g., "search_query", "classification", "clustering")	`"search_query"`
`embedding_types`	`Optional[List[str]]`	List of embedding types to generate	`None`
`api_key`	`Optional[str]`	Cohere API key	Environment variable `COHERE_API_KEY`
`request_params`	`Optional[Dict[str, Any]]`	Additional parameters for embedding requests	`None`
`client_params`	`Optional[Dict[str, Any]]`	Additional parameters for client initialization	`None`
`cohere_client`	`Optional[CohereClient]`	Pre-configured Cohere client	`None`

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