semantic_router.llms.ollama

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OllamaLLM Objects

class OllamaLLM(BaseLLM)

LLM for Ollama. Enables fully local LLM use, helpful for local implementation of dynamic routes.

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__init__

def __init__(name: str = "openhermes",
             temperature: float = 0.2,
             max_tokens: Optional[int] = 200,
             stream: bool = False)

Initialize the OllamaLLM.

Arguments:

• name (str): The name of the Ollama model to use.
• temperature (float): The temperature of the LLM.
• max_tokens (Optional[int]): The maximum number of tokens to generate.
• stream (bool): Whether to stream the response.

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__call__

def __call__(messages: List[Message],
             temperature: Optional[float] = None,
             name: Optional[str] = None,
             max_tokens: Optional[int] = None,
             stream: Optional[bool] = None) -> str

Call the OllamaLLM.

Arguments:

• messages (List[Message]): The messages to pass to the OllamaLLM.
• temperature (Optional[float]): The temperature of the LLM.
• name (Optional[str]): The name of the Ollama model to use.
• max_tokens (Optional[int]): The maximum number of tokens to generate.
• stream (Optional[bool]): Whether to stream the response.