swarms/examples/multi_agent/concurrent_examples

Concurrent Examples

This directory contains examples demonstrating concurrent execution patterns for multi-agent systems.

Examples

• asi.py - ASI (Artificial Super Intelligence) example
• concurrent_example_dashboard.py - Dashboard for concurrent workflows
• concurrent_example.py - Basic concurrent execution
• concurrent_mix.py - Mixed concurrent patterns
• concurrent_swarm_example.py - Concurrent swarm execution
• streaming_concurrent_workflow.py - Streaming with concurrency

Subdirectories

• streaming_callback/ - Streaming callback examples
• uvloop/ - UVLoop integration examples for high-performance async execution

Overview

Concurrent execution enables multiple agents to work simultaneously, significantly improving throughput and reducing latency. These examples demonstrate various concurrency patterns including parallel processing, async workflows, and streaming responses.