Collective Creativity
of AI Agent Ensembles

import asyncio
from khazar_llms.agents.personas import DreamerAgent, CriticAgent, SynthesizerAgent
from khazar_llms.orchestration.ensemble import Ensemble
from khazar_llms.orchestration.session import CreativeSession

async def main():
    # Create agents
    agents = [
        DreamerAgent(provider="mock"),
        CriticAgent(provider="mock"),
        SynthesizerAgent(provider="mock"),
    ]
    
    # Create ensemble
    ensemble = Ensemble(agents=agents, max_iterations=3)
    
    # Run creative session
    session = CreativeSession(ensemble)
    results = await session.run("Design a new form of communication")
    
    # View results
    for msg in results["conversation"]:
        print(f"{msg.sender}: {msg.content}")

asyncio.run(main())

# Get help
python -m khazar_llms.cli info

# List available agents
python -m khazar_llms.cli list-agents

# Run a creative task
python -m khazar_llms.cli create-task "Imagine a library that exists in multiple dimensions"

# Use parallel mode
python -m khazar_llms.cli --mode parallel --agents dreamer rebel poet create-task "Create a new musical instrument"