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swarms/test_moa_new.py

51 lines
1.6 KiB

from swarms import Agent
from swarms.prompts.finance_agent_sys_prompt import (
FINANCIAL_AGENT_SYS_PROMPT,
)
from swarms.structs.mixture_of_agents import MixtureOfAgents
from swarms.prompts.moa_prompt import MOA_AGGREGATOR_SYSTEM_PROMPT
# Initialize the equity analyst agents
equity_analyst_1 = Agent(
agent_name="Equity-Analyst-1",
agent_description="Equity research analyst focused on fundamental analysis",
system_prompt=FINANCIAL_AGENT_SYS_PROMPT,
max_loops=1,
model_name="gpt-4.1",
dynamic_temperature_enabled=True,
)
equity_analyst_2 = Agent(
agent_name="Equity-Analyst-2",
agent_description="Equity research analyst focused on technical analysis",
system_prompt=FINANCIAL_AGENT_SYS_PROMPT,
max_loops=1,
model_name="gpt-4.1",
dynamic_temperature_enabled=True,
)
equity_analyst_3 = Agent(
agent_name="Equity-Analyst-3",
agent_description="Equity research analyst focused on quantitative analysis and risk modeling",
system_prompt=FINANCIAL_AGENT_SYS_PROMPT,
max_loops=1,
model_name="gpt-4.1",
dynamic_temperature_enabled=True,
)
swarm = MixtureOfAgents(
name="Equity-Research-Swarm",
agents=[equity_analyst_1, equity_analyst_2, equity_analyst_3],
output_type="dict",
layers=1,
aggregator_system_prompt=MOA_AGGREGATOR_SYSTEM_PROMPT,
)
out = swarm.run(
task="Analyze Exchange-Traded Funds (ETFs) and stocks related to copper. Focus on fundamentals including supply/demand factors, production costs, major market participants, and recent price trends. Create a detailed analysis table in markdown.",
)
print(out)