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swarms/examples/simulations/agent_map/hospital_simulation_demo.py

103 lines
3.0 KiB

#!/usr/bin/env python3
"""
Simple Hospital Agent Map Simulation Demo
A simplified version that demonstrates medical AI agents collaborating
on a headache case using only the .run() method.
"""
from swarms import Agent
from agent_map_simulation import AgentMapSimulation
def create_medical_agent(name, description, system_prompt):
"""
Create a medical agent with basic configuration.
Args:
name: The agent's name
description: Brief description of the agent's medical role
system_prompt: The system prompt defining the agent's medical expertise
Returns:
Configured medical Agent instance
"""
return Agent(
agent_name=name,
agent_description=description,
system_prompt=system_prompt,
model_name="gpt-4o-mini",
output_type="str",
max_loops=1,
)
def main():
"""Run the simplified hospital simulation."""
# Create simulation
simulation = AgentMapSimulation(
map_width=60.0,
map_height=60.0,
proximity_threshold=12.0,
update_interval=3.0,
)
# Create medical agents
agents = [
create_medical_agent(
"Dr.Sarah_Emergency",
"Emergency Medicine physician",
"You are Dr. Sarah, an Emergency Medicine physician specializing in rapid patient assessment and triage.",
),
create_medical_agent(
"Dr.Michael_Neuro",
"Neurologist",
"You are Dr. Michael, a neurologist specializing in headache disorders and neurological conditions.",
),
create_medical_agent(
"Nurse_Jennifer_RN",
"Registered nurse",
"You are Jennifer, an experienced RN specializing in patient care coordination and monitoring.",
),
create_medical_agent(
"Dr.Lisa_Radiology",
"Diagnostic radiologist",
"You are Dr. Lisa, a diagnostic radiologist specializing in neuroimaging and head imaging.",
),
]
# Add agents to simulation
for agent in agents:
simulation.add_agent(
agent=agent,
movement_speed=1.5,
conversation_radius=12.0,
)
# Medical case
headache_case = """
MEDICAL CONSULTATION - HEADACHE CASE
Patient: 34-year-old female presenting to Emergency Department
Chief complaint: "Worst headache of my life" - sudden onset 6 hours ago
History: Sudden, severe headache (10/10 pain), thunderclap pattern
Associated symptoms: Nausea, vomiting, photophobia, phonophobia
Vitals: BP 145/92, HR 88, Temp 98.6°F, O2 99%
Clinical concerns: Rule out subarachnoid hemorrhage, assess for secondary causes
Team collaboration needed for emergent evaluation and treatment planning.
"""
# Run simulation
simulation.run(
task=headache_case,
duration=240,
with_visualization=True,
update_interval=3.0,
)
if __name__ == "__main__":
main()