> ## Documentation Index > Fetch the complete documentation index at: https://agno-v2-update-deprecated-models.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # WorkflowRunOutput ## WorkflowRunOutput Attributes | Parameter | Type | Default | Description | | -------------------- | ----------------------------------------------------------------- | ------------------- | --------------------------------------------------------------------- | | `content` | `Optional[Union[str, Dict[str, Any], List[Any], BaseModel, Any]]` | `None` | Main content/output from the workflow execution | | `content_type` | `str` | `"str"` | Type of the content (e.g., "str", "json", etc.) | | `workflow_id` | `Optional[str]` | `None` | Unique identifier of the executed workflow | | `workflow_name` | `Optional[str]` | `None` | Name of the executed workflow | | `run_id` | `Optional[str]` | `None` | Unique identifier for this specific run | | `session_id` | `Optional[str]` | `None` | Session UUID associated with this run | | `images` | `Optional[List[Image]]` | `None` | List of image artifacts generated | | `videos` | `Optional[List[Video]]` | `None` | List of video artifacts generated | | `audio` | `Optional[List[Audio]]` | `None` | List of audio artifacts generated | | `response_audio` | `Optional[Audio]` | `None` | Audio response from the workflow | | `step_results` | `List[Union[StepOutput, List[StepOutput]]]` | `[]` | Actual step execution results as StepOutput objects | | `step_executor_runs` | `Optional[List[Union[RunOutput, TeamRunOutput]]]` | `None` | Store agent/team responses separately with parent\_run\_id references | | `events` | `Optional[List[WorkflowRunOutputEvent]]` | `None` | Events captured during workflow execution | | `metrics` | `Optional[WorkflowMetrics]` | `None` | Workflow metrics including duration and step-level data | | `metadata` | `Optional[Dict[str, Any]]` | `None` | Additional metadata stored with the response | | `created_at` | `int` | `int(time())` | Unix timestamp when the response was created | | `status` | `RunStatus` | `RunStatus.pending` | Current status of the workflow run | ## WorkflowRunOutputEvent Types and Attributes ### BaseWorkflowRunOutputEvent Attributes | Parameter | Type | Default | Description | | ---------------- | --------------- | ------------- | -------------------------------------------------------- | | `created_at` | `int` | `int(time())` | Unix timestamp when the event was created | | `event` | `str` | `""` | Type of the event (e.g., "WorkflowStarted") | | `workflow_id` | `Optional[str]` | `None` | Unique identifier of the workflow | | `workflow_name` | `Optional[str]` | `None` | Name of the workflow | | `session_id` | `Optional[str]` | `None` | Session UUID associated with the workflow | | `run_id` | `Optional[str]` | `None` | Unique identifier for the workflow run | | `step_id` | `Optional[str]` | `None` | Unique identifier for the current step | | `parent_step_id` | `Optional[str]` | `None` | Unique identifier for the parent step (for nested steps) | ### WorkflowStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----- | ----------------------------------------- | --------------------- | | `event` | `str` | `WorkflowRunEvent.workflow_started.value` | Event type identifier | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### WorkflowCompletedEvent Attributes ### WorkflowCancelledEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | --------------- | ------------------------------------------- | ---------------------------------------------- | | `event` | `str` | `WorkflowRunEvent.workflow_cancelled.value` | Event type identifier | | `reason` | `Optional[str]` | `None` | Reason for workflow cancellation | | `is_cancelled` | `bool` | `True` | Property indicating the workflow was cancelled | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### StepStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------- | ------------------------------ | | `event` | `str` | `WorkflowRunEvent.step_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the step being started | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the step | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### StepCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | --------------------------------------- | ------------------------------------- | | `event` | `str` | `WorkflowRunEvent.step_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the step that completed | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the step | | `content` | `Optional[Any]` | `None` | Content output from the step | | `content_type` | `str` | `"str"` | Type of the content | | `images` | `Optional[List[Image]]` | `None` | Image artifacts from the step | | `videos` | `Optional[List[Video]]` | `None` | Video artifacts from the step | | `audio` | `Optional[List[Audio]]` | `None` | Audio artifacts from the step | | `response_audio` | `Optional[Audio]` | `None` | Audio response from the step | | `step_response` | `Optional[StepOutput]` | `None` | Complete step execution result object | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### ConditionExecutionStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ---------------------------------------------------- | ---------------------------------- | | `event` | `str` | `WorkflowRunEvent.condition_execution_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the condition step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the condition | | `condition_result` | `Optional[bool]` | `None` | Result of the condition evaluation | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### ConditionExecutionCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------------------------ | ------------------------------------------- | | `event` | `str` | `WorkflowRunEvent.condition_execution_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the condition step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the condition | | `condition_result` | `Optional[bool]` | `None` | Result of the condition evaluation | | `executed_steps` | `Optional[int]` | `None` | Number of steps executed based on condition | | `step_results` | `List[StepOutput]` | `[]` | Results from executed steps | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### ParallelExecutionStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | --------------------------------------------------- | -------------------------------------- | | `event` | `str` | `WorkflowRunEvent.parallel_execution_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the parallel step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the parallel step | | `parallel_step_count` | `Optional[int]` | `None` | Number of steps to execute in parallel | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### ParallelExecutionCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ----------------------------------------------------- | -------------------------------------- | | `event` | `str` | `WorkflowRunEvent.parallel_execution_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the parallel step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the parallel step | | `parallel_step_count` | `Optional[int]` | `None` | Number of steps executed in parallel | | `step_results` | `List[StepOutput]` | `field(default_factory=list)` | Results from all parallel steps | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### LoopExecutionStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ----------------------------------------------- | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.loop_execution_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the loop step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the loop | | `max_iterations` | `Optional[int]` | `None` | Maximum number of iterations allowed | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### LoopIterationStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ----------------------------------------------- | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.loop_iteration_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the loop step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the loop | | `iteration` | `int` | `0` | Current iteration number | | `max_iterations` | `Optional[int]` | `None` | Maximum number of iterations allowed | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### LoopIterationCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------------------- | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.loop_iteration_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the loop step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the loop | | `iteration` | `int` | `0` | Current iteration number | | `max_iterations` | `Optional[int]` | `None` | Maximum number of iterations allowed | | `iteration_results` | `List[StepOutput]` | `[]` | Results from this iteration | | `should_continue` | `bool` | `True` | Whether the loop should continue | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### LoopExecutionCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------------------- | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.loop_execution_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the loop step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the loop | | `total_iterations` | `int` | `0` | Total number of iterations completed | | `max_iterations` | `Optional[int]` | `None` | Maximum number of iterations allowed | | `all_results` | `List[List[StepOutput]]` | `[]` | Results from all iterations | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### RouterExecutionStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------------------- | ------------------------------------- | | `event` | `str` | `WorkflowRunEvent.router_execution_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the router step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the router | | `selected_steps` | `List[str]` | `field(default_factory=list)` | Names of steps selected by the router | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### RouterExecutionCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | --------------------------------------------------- | --------------------------------- | | `event` | `str` | `WorkflowRunEvent.router_execution_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the router step | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the router | | `selected_steps` | `List[str]` | `field(default_factory=list)` | Names of steps that were selected | | `executed_steps` | `Optional[int]` | `None` | Number of steps executed | | `step_results` | `List[StepOutput]` | `field(default_factory=list)` | Results from executed steps | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### StepsExecutionStartedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | ------------------------------------------------ | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.steps_execution_started.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the steps group | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the steps group | | `steps_count` | `Optional[int]` | `None` | Number of steps in the group | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### StepsExecutionCompletedEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------- | -------------------------------------------------- | ------------------------------------ | | `event` | `str` | `WorkflowRunEvent.steps_execution_completed.value` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the steps group | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the steps group | | `steps_count` | `Optional[int]` | `None` | Number of steps in the group | | `executed_steps` | `Optional[int]` | `None` | Number of steps actually executed | | `step_results` | `List[StepOutput]` | `field(default_factory=list)` | Results from all executed steps | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | ### StepOutputEvent Attributes | Parameter | Type | Default | Description | | ------------------------------------------------------- | ----------------------------------------------------------------- | -------------- | -------------------------------------------- | | `event` | `str` | `"StepOutput"` | Event type identifier | | `step_name` | `Optional[str]` | `None` | Name of the step that produced output | | `step_index` | `Optional[Union[int, tuple]]` | `None` | Index or position of the step | | `step_output` | `Optional[StepOutput]` | `None` | Complete step execution result | | *Inherits all fields from `BaseWorkflowRunOutputEvent`* | | | | | **Properties (read-only):** | | | | | `content` | `Optional[Union[str, Dict[str, Any], List[Any], BaseModel, Any]]` | - | Content from the step output | | `images` | `Optional[List[Image]]` | - | Images from the step output | | `videos` | `Optional[List[Video]]` | - | Videos from the step output | | `audio` | `Optional[List[Audio]]` | - | Audio from the step output | | `success` | `bool` | - | Whether the step succeeded | | `error` | `Optional[str]` | - | Error message if step failed | | `stop` | `bool` | - | Whether the step requested early termination | ## WorkflowMetrics | Parameter | Type | Default | Description | | ---------- | ------------------------ | ------- | ---------------------------------------- | | `steps` | `Dict[str, StepMetrics]` | - | Step-level metrics mapped by step name | | `duration` | `Optional[float]` | `None` | Total workflow execution time in seconds | ### StepMetrics | Parameter | Type | Default | Description | | --------------- | ------------------- | ------- | ------------------------------------------------- | | `step_name` | `str` | - | Name of the step | | `executor_type` | `str` | - | Type of executor ("agent", "team", or "function") | | `executor_name` | `str` | - | Name of the executor | | `metrics` | `Optional[Metrics]` | `None` | Execution metrics (duration, tokens, model usage) |