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swarms/consistency_example.py

23 lines
958 B

from swarms import SelfConsistencyAgent
# Initialize the reasoning agent router with self-consistency
reasoning_agent_router = SelfConsistencyAgent(
name="reasoning-agent",
description="A reasoning agent that can answer questions and help with tasks.",
model_name="gpt-4o-mini",
system_prompt="You are a helpful assistant that can answer questions and help with tasks.",
max_loops=1,
num_samples=3, # Generate 3 independent responses
eval=False, # Disable evaluation mode
random_models_on=False, # Disable random model selection
majority_voting_prompt=None, # Use default majority voting prompt
)
# Run the agent on a financial analysis task
result = reasoning_agent_router.run(
"What is the best possible financial strategy to maximize returns but minimize risk? Give a list of etfs to invest in and the percentage of the portfolio to allocate to each etf."
)
print("Financial Strategy Result:")
print(result)