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swarms/graph_swarm_example.py

57 lines
1.6 KiB

from loguru import logger
from swarms.structs.agent import Agent
from swarms.structs.graph_swarm import GraphSwarm
if __name__ == "__main__":
try:
# Create agents
data_collector = Agent(
agent_name="Market-Data-Collector",
model_name="openai/gpt-4o",
max_loops=1,
streaming_on=True,
)
trend_analyzer = Agent(
agent_name="Market-Trend-Analyzer",
model_name="openai/gpt-4o",
max_loops=1,
streaming_on=True,
)
report_generator = Agent(
agent_name="Investment-Report-Generator",
model_name="openai/gpt-4o",
max_loops=1,
streaming_on=True,
)
# Create swarm
swarm = GraphSwarm(
agents=[
(data_collector, []),
(trend_analyzer, ["Market-Data-Collector"]),
(report_generator, ["Market-Trend-Analyzer"]),
],
swarm_name="Market Analysis Intelligence Network",
)
# Run the swarm
result = swarm.run(
"Analyze current market trends for tech stocks and provide investment recommendations"
)
# Print results
print(f"Execution success: {result.success}")
print(f"Total time: {result.execution_time:.2f} seconds")
for agent_name, output in result.outputs.items():
print(f"\nAgent: {agent_name}")
print(f"Output: {output.output}")
if output.error:
print(f"Error: {output.error}")
except Exception as error:
logger.error(error)
raise error