Embeddings
Cohere Embedder
The CohereEmbedder
class is used to embed text data into vectors using the Cohere API. You can get started with Cohere from here
Get your key from here.
Usage
cookbook/embedders/cohere_embedder.py
Params
Parameter | Type | Default | Description |
---|---|---|---|
model | str | "embed-english-v3.0" | The name of the model used for generating embeddings. |
input_type | str | search_query | The type of input to embed. You can find more details here |
embedding_types | Optional[List[str]] | - | The type of embeddings to generate. Optional. |
api_key | str | - | The Cohere API key used for authenticating requests. |
request_params | Optional[Dict[str, Any]] | - | Additional parameters to include in the API request. Optional. |
client_params | Optional[Dict[str, Any]] | - | Additional parameters for configuring the API client. Optional. |
cohere_client | Optional[CohereClient] | - | An instance of the CohereClient to use for making API requests. Optional. |
Developer Resources
- View Cookbook