RunResponse - Agno

RunResponse Attributes

Attribute	Type	Default	Description
`content`	`Any`	`None`	Content of the response.
`content_type`	`str`	`"str"`	Specifies the data type of the content.
`thinking`	`str`	`None`	Any thinking content the model produced (used by Anthropic models).
`reasoning_content`	`str`	`None`	Any reasoning content the model produced.
`messages`	`List[Message]`	`None`	A list of messages included in the response.
`metrics`	`Dict[str, Any]`	`None`	Usage metrics of the run.
`model`	`str`	`None`	The model used in the run.
`model_provider`	`str`	`None`	The model provider used in the run.
`run_id`	`str`	`None`	Run Id.
`agent_id`	`str`	`None`	Agent Id for the run.
`session_id`	`str`	`None`	Session Id for the run.
`tools`	`List[Dict[str, Any]]`	`None`	List of tools provided to the model.
`images`	`List[Image]`	`None`	List of images the model produced.
`videos`	`List[Video]`	`None`	List of videos the model produced.
`audio`	`List[Audio]`	`None`	List of audio snippets the model produced.
`response_audio`	`ModelResponseAudio`	`None`	The model’s raw response in audio.
`citations`	`Citations`	`None`	Any citations used in the response.
`created_at`	`int`	-	Unix timestamp of the response creation.
`extra_data`	`RunResponseExtraData`	`None`	Extra data containing optional fields like `references`, `add_messages`, `history`, `reasoning_steps`, and `reasoning_messages`.

RunResponseEvent Types and Attributes

Base RunResponseEvent Attributes

All events inherit from BaseAgentRunResponseEvent which provides these common attributes:

Attribute	Type	Default	Description
`created_at`	`int`	Current timestamp	Unix timestamp of the event creation
`event`	`str`	Event type value	The type of event
`agent_id`	`str`	`""`	ID of the agent generating the event
`run_id`	`Optional[str]`	`None`	ID of the current run
`session_id`	`Optional[str]`	`None`	ID of the current session
`content`	`Optional[Any]`	`None`	For backwards compatibility

RunResponseStartedEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunStarted"`	Event type
`model`	`str`	`""`	The model being used
`model_provider`	`str`	`""`	The provider of the model

RunResponseContentEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunResponseContent"`	Event type
`content`	`Optional[Any]`	`None`	The content of the response
`content_type`	`str`	`"str"`	Type of the content
`thinking`	`Optional[str]`	`None`	Internal thoughts of the model
`citations`	`Optional[Citations]`	`None`	Citations used in the response
`response_audio`	`Optional[AudioResponse]`	`None`	Model’s audio response
`image`	`Optional[ImageArtifact]`	`None`	Image attached to the response
`extra_data`	`Optional[RunResponseExtraData]`	`None`	Additional response data

RunResponseCompletedEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunCompleted"`	Event type
`content`	`Optional[Any]`	`None`	Final content of the response
`content_type`	`str`	`"str"`	Type of the content
`reasoning_content`	`Optional[str]`	`None`	Reasoning content produced
`thinking`	`Optional[str]`	`None`	Internal thoughts of the model
`citations`	`Optional[Citations]`	`None`	Citations used in the response
`images`	`Optional[List[ImageArtifact]]`	`None`	Images attached to the response
`videos`	`Optional[List[VideoArtifact]]`	`None`	Videos attached to the response
`audio`	`Optional[List[AudioArtifact]]`	`None`	Audio snippets attached to the response
`response_audio`	`Optional[AudioResponse]`	`None`	Model’s audio response
`extra_data`	`Optional[RunResponseExtraData]`	`None`	Additional response data

RunResponsePausedEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunPaused"`	Event type
`tools`	`Optional[List[ToolExecution]]`	`None`	Tools that require confirmation

RunResponseContinuedEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunContinued"`	Event type

RunResponseErrorEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunError"`	Event type
`content`	`Optional[str]`	`None`	Error message

RunResponseCancelledEvent

Attribute	Type	Default	Description
`event`	`str`	`"RunCancelled"`	Event type
`reason`	`Optional[str]`	`None`	Reason for cancellation

ReasoningStartedEvent

Attribute	Type	Default	Description
`event`	`str`	`"ReasoningStarted"`	Event type

ReasoningStepEvent

Attribute	Type	Default	Description
`event`	`str`	`"ReasoningStep"`	Event type
`content`	`Optional[Any]`	`None`	Content of the reasoning step
`content_type`	`str`	`"str"`	Type of the content
`reasoning_content`	`str`	`""`	Detailed reasoning content

ReasoningCompletedEvent

Attribute	Type	Default	Description
`event`	`str`	`"ReasoningCompleted"`	Event type
`content`	`Optional[Any]`	`None`	Content of the reasoning step
`content_type`	`str`	`"str"`	Type of the content

ToolCallStartedEvent

Attribute	Type	Default	Description
`event`	`str`	`"ToolCallStarted"`	Event type
`tool`	`Optional[ToolExecution]`	`None`	The tool being called

ToolCallCompletedEvent

Attribute	Type	Default	Description
`event`	`str`	`"ToolCallCompleted"`	Event type
`tool`	`Optional[ToolExecution]`	`None`	The tool that was called
`content`	`Optional[Any]`	`None`	Result of the tool call
`images`	`Optional[List[ImageArtifact]]`	`None`	Images produced by the tool
`videos`	`Optional[List[VideoArtifact]]`	`None`	Videos produced by the tool
`audio`	`Optional[List[AudioArtifact]]`	`None`	Audio produced by the tool

MemoryUpdateStartedEvent

Attribute	Type	Default	Description
`event`	`str`	`"MemoryUpdateStarted"`	Event type

MemoryUpdateCompletedEvent

Attribute	Type	Default	Description
`event`	`str`	`"MemoryUpdateCompleted"`	Event type