> ## Documentation Index
> Fetch the complete documentation index at: https://spacesail.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Cohere

The Cohere model provides access to Cohere's language models.

## Parameters

| Parameter           | Type                       | Default                    | Description                                                   |
| ------------------- | -------------------------- | -------------------------- | ------------------------------------------------------------- |
| `id`                | `str`                      | `"command-r-plus-08-2024"` | The id of the Cohere model to use                             |
| `name`              | `str`                      | `"CohereChat"`             | The name of the model                                         |
| `provider`          | `str`                      | `"Cohere"`                 | The provider of the model                                     |
| `api_key`           | `Optional[str]`            | `None`                     | The API key for Cohere (defaults to COHERE\_API\_KEY env var) |
| `max_tokens`        | `Optional[int]`            | `None`                     | Maximum number of tokens to generate                          |
| `temperature`       | `Optional[float]`          | `None`                     | Controls randomness in the model's output (0.0 to 1.0)        |
| `p`                 | `Optional[float]`          | `None`                     | Controls diversity via nucleus sampling (0.0 to 1.0)          |
| `k`                 | `Optional[int]`            | `None`                     | Controls diversity via top-k sampling                         |
| `seed`              | `Optional[int]`            | `None`                     | Random seed for deterministic sampling                        |
| `frequency_penalty` | `Optional[float]`          | `None`                     | Reduces repetition by penalizing frequent tokens (0.0 to 1.0) |
| `presence_penalty`  | `Optional[float]`          | `None`                     | Reduces repetition by penalizing present tokens (0.0 to 1.0)  |
| `stop_sequences`    | `Optional[List[str]]`      | `None`                     | List of strings that stop generation                          |
| `response_format`   | `Optional[Dict[str, Any]]` | `None`                     | Specifies the format of the response (e.g., JSON)             |
| `citation_options`  | `Optional[Dict[str, Any]]` | `None`                     | Options for citation generation                               |
| `request_params`    | `Optional[Dict[str, Any]]` | `None`                     | Additional parameters to include in the request               |
| `client_params`     | `Optional[Dict[str, Any]]` | `None`                     | Additional parameters for client configuration                |