oai.together

Create an OpenAI-compatible client using Together.AI’s API.

Example:

llm_config={

• "config_list" - [{

• "api_type" - “together”,

• "model" - “mistralai/Mixtral-8x7B-Instruct-v0.1”,

• "api_key" - os.environ.get(“TOGETHER_API_KEY”) } ]}

  agent = autogen.AssistantAgent(“my_agent”, llm_config=llm_config)

  Install Together.AI python library using: pip install —upgrade together

  Resources:

  • https://docs.together.ai/docs/inference-python

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TogetherClient

class TogetherClient()

Client for Together.AI’s API.

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__init__

def __init__(**kwargs)

Requires api_key or environment variable to be set

Arguments:

• api_key str - The API key for using Together.AI (or environment variable TOGETHER_API_KEY needs to be set)

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message_retrieval

def message_retrieval(response) -> list

Retrieve and return a list of strings or a list of Choice.Message from the response.

NOTE: if a list of Choice.Message is returned, it currently needs to contain the fields of OpenAI’s ChatCompletion Message object, since that is expected for function or tool calling in the rest of the codebase at the moment, unless a custom agent is being used.

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get_usage

@staticmethod
def get_usage(response) -> dict

Return usage summary of the response using RESPONSE_USAGE_KEYS.

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parse_params

def parse_params(params: dict[str, Any]) -> dict[str, Any]

Loads the parameters for Together.AI API from the passed in parameters and returns a validated set. Checks types, ranges, and sets defaults

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oai_messages_to_together_messages

def oai_messages_to_together_messages(
        messages: list[dict[str, Any]]) -> list[dict[str, Any]]

Convert messages from OAI format to Together.AI format. We correct for any specific role orders and types.

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calculate_together_cost

def calculate_together_cost(input_tokens: int, output_tokens: int,
                            model_name: str) -> float

Cost calculation for inference