The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework

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AsyncWorkflow

The AsyncWorkflow class enables asynchronous execution of multiple agents in parallel, allowing for efficient task processing and improved performance. This workflow is particularly useful when dealing with multiple independent tasks that can be executed concurrently.

Methods

Method	Description	Parameters	Return Value
__init__	Initialize the AsyncWorkflow	agents: List of Agent objects max_workers: Maximum number of concurrent workers	None
run	Execute tasks asynchronously	tasks: List of tasks to be processed	List of results from all tasks

Inputs

Input	Type	Description
agents	List[Agent]	List of Agent objects to process tasks
max_workers	int	Maximum number of concurrent worker threads
tasks	List[str]	List of tasks to be processed

Output

The run method returns a list containing the results from all processed tasks.

Example Usage