semantic_router.llms.openai

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OpenAILLM Objects

class OpenAILLM(BaseLLM)

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__init__

def __init__(name: Optional[str] = None,
             openai_api_key: Optional[str] = None,
             temperature: float = 0.01,
             max_tokens: int = 200)

• name (Optional[str]): The name of the OpenAI model to use.
• openai_api_key (Optional[str]): The OpenAI API key.
• temperature (float): The temperature of the LLM.
• max_tokens (int): The maximum number of tokens to generate.

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async_extract_tool_calls_info

async def async_extract_tool_calls_info(
        tool_calls: List[ChatCompletionMessageToolCall]
) -> List[Dict[str, Any]]

• tool_calls (List[ChatCompletionMessageToolCall]): The tool calls to extract the information from.

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__call__

def __call__(messages: List[Message],
             function_schemas: Optional[List[Dict[str, Any]]] = None) -> str

• messages (List[Message]): The messages to pass to the OpenAILLM.
• function_schemas (Optional[List[Dict[str, Any]]]): The function schemas to pass to the OpenAILLM.

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acall

async def acall(
        messages: List[Message],
        function_schemas: Optional[List[Dict[str, Any]]] = None) -> str

• messages (List[Message]): The messages to pass to the OpenAILLM.
• function_schemas (Optional[List[Dict[str, Any]]]): The function schemas to pass to the OpenAILLM.

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extract_function_inputs

def extract_function_inputs(
        query: str, function_schemas: List[Dict[str,
                                                Any]]) -> List[Dict[str, Any]]

• query (str): The query to extract the function inputs from.
• function_schemas (List[Dict[str, Any]]): The function schemas to extract the function inputs from.

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async_extract_function_inputs

async def async_extract_function_inputs(
        query: str, function_schemas: List[Dict[str,
                                                Any]]) -> List[Dict[str, Any]]

• query (str): The query to extract the function inputs from.
• function_schemas (List[Dict[str, Any]]): The function schemas to extract the function inputs from.

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get_schemas_openai

def get_schemas_openai(items: List[Callable]) -> List[Dict[str, Any]]

• items (List[Callable]): The functions to get function schemas for.