Camel.models.deepseek model

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DeepSeekModel

class DeepSeekModel(OpenAICompatibleModel):

DeepSeek API in a unified OpenAICompatibleModel interface.

Parameters:

• model_type (Union[ModelType, str]): Model for which a backend is created.
• model_config_dict (Optional[Dict[str, Any]], optional): A dictionary that will be fed into:obj:openai.ChatCompletion.create(). If :obj:None, :obj:DeepSeekConfig().as_dict() will be used. (default: :obj:None)
• api_key (Optional[str], optional): The API key for authenticating with the DeepSeek service. (default: :obj:None)
• url (Optional[str], optional): The url to the DeepSeek service. (default: :obj:https://api.deepseek.com)
• token_counter (Optional[BaseTokenCounter], optional): Token counter to use for the model. If not provided, :obj:OpenAITokenCounter will be used. (default: :obj:None)
• timeout (Optional[float], optional): The timeout value in seconds for API calls. If not provided, will fall back to the MODEL_TIMEOUT environment variable or default to 180 seconds. (default: :obj:None)
• max_retries (int, optional): Maximum number of retries for API calls. (default: :obj:3) **kwargs (Any): Additional arguments to pass to the client initialization.
• References:
• https: //api-docs.deepseek.com/

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init

def __init__(
    self,
    model_type: Union[ModelType, str],
    model_config_dict: Optional[Dict[str, Any]] = None,
    api_key: Optional[str] = None,
    url: Optional[str] = None,
    token_counter: Optional[BaseTokenCounter] = None,
    timeout: Optional[float] = None,
    max_retries: int = 3,
    **kwargs: Any
):

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_prepare_request

def _prepare_request(
    self,
    messages: List[OpenAIMessage],
    response_format: Optional[Type[BaseModel]] = None,
    tools: Optional[List[Dict[str, Any]]] = None
):

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_post_handle_response

def _post_handle_response(self, response: ChatCompletion):

Handle reasoning content with <think> tags at the beginning.

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_run

def _run(
    self,
    messages: List[OpenAIMessage],
    response_format: Optional[Type[BaseModel]] = None,
    tools: Optional[List[Dict[str, Any]]] = None
):

Runs inference of DeepSeek chat completion.

Parameters:

• messages (List[OpenAIMessage]): Message list with the chat history in OpenAI API format.

Returns:

Union[ChatCompletion, Stream[ChatCompletionChunk]]: ChatCompletion in the non-stream mode, or Stream[ChatCompletionChunk] in the stream mode.

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check_model_config

def check_model_config(self):