This method initiates the agent execution with the provided configuration. The agent will begin processing the task immediately after starting

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Parameters

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task
str
required

The task description to execute (required).

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url
str | None

Optional URL to process, defaults to None.

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response_format
type[pydantic.main.BaseModel] | None

The response format to use for the agent answer. You can use a Pydantic model or a JSON Schema dict.

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Returns

AgentResponse: The initial response from starting the agent.