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swarms/playground/structs/multi_agent_debate_example.py

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1.2 KiB

from swarms.models import OpenAIChat
from swarms.swarms.multi_agent_debate import (
MultiAgentDebate,
select_speaker,
)
from swarms.workers.worker import Worker
llm = OpenAIChat()
worker1 = Worker(
llm=llm,
ai_name="Bumble Bee",
ai_role="Worker in a swarm",
external_tools=None,
human_in_the_loop=False,
temperature=0.5,
)
worker2 = Worker(
llm=llm,
ai_name="Optimus Prime",
ai_role="Worker in a swarm",
external_tools=None,
human_in_the_loop=False,
temperature=0.5,
)
worker3 = Worker(
llm=llm,
ai_name="Megatron",
ai_role="Worker in a swarm",
external_tools=None,
human_in_the_loop=False,
temperature=0.5,
)
# init agents
agents = [worker1, worker2, worker3]
# Initialize multi-agent debate with the selection function
debate = MultiAgentDebate(agents, select_speaker)
# Run task
task = (
"What were the winning boston marathon times for the past 5 years"
" (ending in 2022)? Generate a table of the year, name, country"
" of origin, and times."
)
results = debate.run(task, max_iters=4)
# Print results
for result in results:
print(f"Agent {result['agent']} responded: {result['response']}")