aixplain.factories.agent_factory.utils

build_tool_payload

def build_tool_payload(tool: Union[Tool, Model])

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Build a tool payload from a tool or model object.

Arguments:

• tool Union[Tool, Model] - The tool or model object to build the payload from.

Returns:

• Dict - The tool payload.

build_tool

def build_tool(tool: Dict)

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Build a tool from a dictionary.

Arguments:

• tool Dict - Tool dictionary.

Returns:

• Tool - Tool object.

build_llm

def build_llm(payload: Dict, api_key: Text = config.TEAM_API_KEY) -> LLM

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Build a Large Language Model (LLM) instance from a dictionary configuration.

This function attempts to create an LLM instance either from a cached LLM object in the payload or by creating a new instance using the provided configuration.

Arguments:

• payload Dict - Dictionary containing LLM configuration and possibly a cached LLM object.
• api_key Text, optional - API key for authentication. Defaults to config.TEAM_API_KEY.

Returns:

• LLM - Instantiated LLM object with configured parameters.

build_agent

def build_agent(payload: Dict,
                tools: List[Tool] = None,
                api_key: Text = config.TEAM_API_KEY) -> Agent

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Build an agent instance from a dictionary configuration.

This function creates an agent with its associated tools, LLM, and tasks based on the provided configuration.

Arguments:

• payload Dict - Dictionary containing agent configuration including tools, LLM settings, and tasks.
• tools List[Tool], optional - List of pre-configured tools to use. If None, tools will be built from the payload. Defaults to None.
• api_key Text, optional - API key for authentication. Defaults to config.TEAM_API_KEY.

Returns:

• Agent - Instantiated agent object with configured tools, LLM, and tasks.

Raises:

• ValueError - If a tool type is not supported.
• AssertionError - If tool configuration is invalid.