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README.md

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.