swarms/examples/multi_agent/concurrent_examples/uvloop

uvloop Examples

This directory contains examples demonstrating the use of uvloop for running multiple agents concurrently with improved performance.

Files

• utils.py: Utility functions for creating example agents
• same_task_example.py: Example of running multiple agents with the same task
• different_tasks_example.py: Example of running agents with different tasks
• performance_info.py: Information about uvloop performance benefits
• run_all_examples.py: Script to run all examples

Prerequisites

Set your OpenAI API key:

export OPENAI_API_KEY='your-api-key-here'

Usage

Individual Examples

Run a specific example:

from same_task_example import run_same_task_example
results = run_same_task_example()

Run All Examples

from run_all_examples import run_all_uvloop_examples
all_results = run_all_uvloop_examples()

Performance Benefits

uvloop provides:

• ~2-4x faster execution compared to standard asyncio
• Better performance for I/O-bound operations
• Lower latency and higher throughput
• Automatic fallback to asyncio if uvloop is unavailable

Functions Used

• run_agents_concurrently_uvloop: For running multiple agents with the same task
• run_agents_with_tasks_uvloop: For running agents with different tasks