Kye Gomez
2 days ago
parent
5343590656
commit
76b9f5162e
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"""
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Medical Panel Discussion Example
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This example demonstrates a panel of medical specialists discussing treatment solutions
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for various diseases using InteractiveGroupChat with different speaker functions:
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- Round Robin: Doctors speak in a fixed order
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- Random: Doctors speak in random order
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- Priority: Senior doctors speak first
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- Custom: Disease-specific speaker function
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The panel includes specialists from different medical fields who can collaborate
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on complex medical cases and treatment plans.
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"""
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from swarms import Agent
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from swarms.structs.interactive_groupchat import (
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InteractiveGroupChat,
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)
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def create_medical_panel():
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"""Create a panel of medical specialists for discussion."""
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# Cardiologist - Heart and cardiovascular system specialist
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cardiologist = Agent(
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agent_name="cardiologist",
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system_prompt="""You are Dr. Sarah Chen, a board-certified cardiologist with 15 years of experience.
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You specialize in cardiovascular diseases, heart failure, arrhythmias, and interventional cardiology.
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You have expertise in:
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- Coronary artery disease and heart attacks
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- Heart failure and cardiomyopathy
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- Arrhythmias and electrophysiology
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- Hypertension and lipid disorders
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- Cardiac imaging and diagnostic procedures
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When discussing cases, provide evidence-based treatment recommendations,
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consider patient risk factors, and collaborate with other specialists for comprehensive care.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Oncologist - Cancer specialist
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oncologist = Agent(
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agent_name="oncologist",
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system_prompt="""You are Dr. Michael Rodriguez, a medical oncologist with 12 years of experience.
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You specialize in the diagnosis and treatment of various types of cancer.
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You have expertise in:
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- Solid tumors (lung, breast, colon, prostate, etc.)
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- Hematologic malignancies (leukemia, lymphoma, multiple myeloma)
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- Targeted therapy and immunotherapy
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- Clinical trials and novel treatments
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- Palliative care and symptom management
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When discussing cases, consider the cancer type, stage, molecular profile,
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patient performance status, and available treatment options including clinical trials.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Neurologist - Nervous system specialist
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neurologist = Agent(
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agent_name="neurologist",
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system_prompt="""You are Dr. Emily Watson, a neurologist with 10 years of experience.
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You specialize in disorders of the nervous system, brain, and spinal cord.
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You have expertise in:
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- Stroke and cerebrovascular disease
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- Neurodegenerative disorders (Alzheimer's, Parkinson's, ALS)
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- Multiple sclerosis and demyelinating diseases
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- Epilepsy and seizure disorders
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- Headache and migraine disorders
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- Neuromuscular diseases
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When discussing cases, consider neurological symptoms, imaging findings,
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and the impact of neurological conditions on overall patient care.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Endocrinologist - Hormone and metabolism specialist
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endocrinologist = Agent(
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agent_name="endocrinologist",
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system_prompt="""You are Dr. James Thompson, an endocrinologist with 8 years of experience.
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You specialize in disorders of the endocrine system and metabolism.
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You have expertise in:
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- Diabetes mellitus (Type 1, Type 2, gestational)
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- Thyroid disorders (hyperthyroidism, hypothyroidism, thyroid cancer)
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- Adrenal disorders and Cushing's syndrome
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- Pituitary disorders and growth hormone issues
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- Osteoporosis and calcium metabolism
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- Reproductive endocrinology
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When discussing cases, consider metabolic factors, hormone levels,
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and how endocrine disorders may affect other organ systems.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Infectious Disease Specialist
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infectious_disease = Agent(
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agent_name="infectious_disease",
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system_prompt="""You are Dr. Lisa Park, an infectious disease specialist with 11 years of experience.
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You specialize in the diagnosis and treatment of infectious diseases.
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You have expertise in:
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- Bacterial, viral, fungal, and parasitic infections
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- Antibiotic resistance and antimicrobial stewardship
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- HIV/AIDS and opportunistic infections
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- Travel medicine and tropical diseases
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- Hospital-acquired infections
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- Emerging infectious diseases
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When discussing cases, consider the infectious agent, antimicrobial susceptibility,
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host factors, and infection control measures.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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return [
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cardiologist,
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oncologist,
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neurologist,
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endocrinologist,
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infectious_disease,
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]
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def example_round_robin_panel():
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"""Example with round robin speaking order."""
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print("=== ROUND ROBIN MEDICAL PANEL ===\n")
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agents = create_medical_panel()
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group_chat = InteractiveGroupChat(
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name="Medical Panel Discussion",
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description="A collaborative panel of medical specialists discussing complex cases",
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agents=agents,
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speaker_function="round-robin-speaker",
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interactive=False,
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)
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print(group_chat.speaker_function)
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# Case 1: Complex patient with multiple conditions
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case1 = """CASE PRESENTATION:
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A 65-year-old male with Type 2 diabetes, hypertension, and recent diagnosis of
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stage 3 colon cancer presents with chest pain and shortness of breath.
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ECG shows ST-segment elevation. Recent blood work shows elevated blood glucose (280 mg/dL)
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and signs of infection (WBC 15,000, CRP elevated).
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@cardiologist @oncologist @endocrinologist @infectious_disease please provide your
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assessment and treatment recommendations for this complex case."""
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response = group_chat.run(case1)
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print(f"Response:\n{response}\n")
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print("=" * 80 + "\n")
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if __name__ == "__main__":
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example_round_robin_panel()
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@ -0,0 +1,162 @@
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"""
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Medical Panel Discussion Example
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This example demonstrates a panel of medical specialists discussing treatment solutions
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for various diseases using InteractiveGroupChat with different speaker functions:
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- Round Robin: Doctors speak in a fixed order
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- Random: Doctors speak in random order
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- Priority: Senior doctors speak first
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- Custom: Disease-specific speaker function
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The panel includes specialists from different medical fields who can collaborate
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on complex medical cases and treatment plans.
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"""
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from swarms import Agent
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from swarms.structs.interactive_groupchat import (
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InteractiveGroupChat,
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round_robin_speaker,
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)
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def create_medical_panel():
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"""Create a panel of medical specialists for discussion."""
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# Cardiologist - Heart and cardiovascular system specialist
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cardiologist = Agent(
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agent_name="cardiologist",
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system_prompt="""You are Dr. Sarah Chen, a board-certified cardiologist with 15 years of experience.
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You specialize in cardiovascular diseases, heart failure, arrhythmias, and interventional cardiology.
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You have expertise in:
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- Coronary artery disease and heart attacks
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- Heart failure and cardiomyopathy
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- Arrhythmias and electrophysiology
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- Hypertension and lipid disorders
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- Cardiac imaging and diagnostic procedures
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When discussing cases, provide evidence-based treatment recommendations,
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consider patient risk factors, and collaborate with other specialists for comprehensive care.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Oncologist - Cancer specialist
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oncologist = Agent(
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agent_name="oncologist",
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system_prompt="""You are Dr. Michael Rodriguez, a medical oncologist with 12 years of experience.
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You specialize in the diagnosis and treatment of various types of cancer.
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You have expertise in:
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- Solid tumors (lung, breast, colon, prostate, etc.)
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- Hematologic malignancies (leukemia, lymphoma, multiple myeloma)
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- Targeted therapy and immunotherapy
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- Clinical trials and novel treatments
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- Palliative care and symptom management
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When discussing cases, consider the cancer type, stage, molecular profile,
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patient performance status, and available treatment options including clinical trials.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Neurologist - Nervous system specialist
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neurologist = Agent(
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agent_name="neurologist",
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system_prompt="""You are Dr. Emily Watson, a neurologist with 10 years of experience.
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You specialize in disorders of the nervous system, brain, and spinal cord.
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You have expertise in:
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- Stroke and cerebrovascular disease
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- Neurodegenerative disorders (Alzheimer's, Parkinson's, ALS)
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- Multiple sclerosis and demyelinating diseases
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- Epilepsy and seizure disorders
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- Headache and migraine disorders
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- Neuromuscular diseases
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When discussing cases, consider neurological symptoms, imaging findings,
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and the impact of neurological conditions on overall patient care.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Endocrinologist - Hormone and metabolism specialist
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endocrinologist = Agent(
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agent_name="endocrinologist",
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system_prompt="""You are Dr. James Thompson, an endocrinologist with 8 years of experience.
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You specialize in disorders of the endocrine system and metabolism.
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You have expertise in:
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- Diabetes mellitus (Type 1, Type 2, gestational)
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- Thyroid disorders (hyperthyroidism, hypothyroidism, thyroid cancer)
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- Adrenal disorders and Cushing's syndrome
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- Pituitary disorders and growth hormone issues
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- Osteoporosis and calcium metabolism
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- Reproductive endocrinology
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When discussing cases, consider metabolic factors, hormone levels,
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and how endocrine disorders may affect other organ systems.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Infectious Disease Specialist
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infectious_disease = Agent(
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agent_name="infectious_disease",
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system_prompt="""You are Dr. Lisa Park, an infectious disease specialist with 11 years of experience.
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You specialize in the diagnosis and treatment of infectious diseases.
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|
You have expertise in:
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- Bacterial, viral, fungal, and parasitic infections
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- Antibiotic resistance and antimicrobial stewardship
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- HIV/AIDS and opportunistic infections
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- Travel medicine and tropical diseases
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- Hospital-acquired infections
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- Emerging infectious diseases
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|
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When discussing cases, consider the infectious agent, antimicrobial susceptibility,
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host factors, and infection control measures.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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return [
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cardiologist,
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oncologist,
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neurologist,
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endocrinologist,
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infectious_disease,
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]
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def example_round_robin_panel():
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"""Example with round robin speaking order."""
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print("=== ROUND ROBIN MEDICAL PANEL ===\n")
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agents = create_medical_panel()
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group_chat = InteractiveGroupChat(
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name="Medical Panel Discussion",
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description="A collaborative panel of medical specialists discussing complex cases",
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agents=agents,
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speaker_function=round_robin_speaker,
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interactive=False,
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)
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# Case 1: Complex patient with multiple conditions
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case1 = """CASE PRESENTATION:
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A 65-year-old male with Type 2 diabetes, hypertension, and recent diagnosis of
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stage 3 colon cancer presents with chest pain and shortness of breath.
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ECG shows ST-segment elevation. Recent blood work shows elevated blood glucose (280 mg/dL)
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and signs of infection (WBC 15,000, CRP elevated).
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|
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@cardiologist @oncologist @endocrinologist @infectious_disease please provide your
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assessment and treatment recommendations for this complex case."""
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response = group_chat.run(case1)
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print(f"Response:\n{response}\n")
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print("=" * 80 + "\n")
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if __name__ == "__main__":
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example_round_robin_panel()
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@ -0,0 +1,162 @@
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"""
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|
Medical Panel Discussion Example
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|
|
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|
This example demonstrates a panel of medical specialists discussing treatment solutions
|
||||||
|
for various diseases using InteractiveGroupChat with different speaker functions:
|
||||||
|
- Round Robin: Doctors speak in a fixed order
|
||||||
|
- Random: Doctors speak in random order
|
||||||
|
- Priority: Senior doctors speak first
|
||||||
|
- Custom: Disease-specific speaker function
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|
|
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|
The panel includes specialists from different medical fields who can collaborate
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on complex medical cases and treatment plans.
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"""
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from swarms import Agent
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from swarms.structs.interactive_groupchat import (
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InteractiveGroupChat,
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)
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def create_medical_panel():
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"""Create a panel of medical specialists for discussion."""
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# Cardiologist - Heart and cardiovascular system specialist
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cardiologist = Agent(
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agent_name="cardiologist",
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system_prompt="""You are Dr. Sarah Chen, a board-certified cardiologist with 15 years of experience.
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|
You specialize in cardiovascular diseases, heart failure, arrhythmias, and interventional cardiology.
|
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|
You have expertise in:
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|
- Coronary artery disease and heart attacks
|
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|
- Heart failure and cardiomyopathy
|
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|
- Arrhythmias and electrophysiology
|
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|
- Hypertension and lipid disorders
|
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|
- Cardiac imaging and diagnostic procedures
|
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|
|
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|
When discussing cases, provide evidence-based treatment recommendations,
|
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|
consider patient risk factors, and collaborate with other specialists for comprehensive care.""",
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model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Oncologist - Cancer specialist
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oncologist = Agent(
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agent_name="oncologist",
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system_prompt="""You are Dr. Michael Rodriguez, a medical oncologist with 12 years of experience.
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|
You specialize in the diagnosis and treatment of various types of cancer.
|
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|
You have expertise in:
|
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|
- Solid tumors (lung, breast, colon, prostate, etc.)
|
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|
- Hematologic malignancies (leukemia, lymphoma, multiple myeloma)
|
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|
- Targeted therapy and immunotherapy
|
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|
- Clinical trials and novel treatments
|
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|
- Palliative care and symptom management
|
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|
|
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|
When discussing cases, consider the cancer type, stage, molecular profile,
|
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|
patient performance status, and available treatment options including clinical trials.""",
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|
model_name="claude-3-5-sonnet-20240620",
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streaming_on=True,
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print_on=True,
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)
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# Neurologist - Nervous system specialist
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neurologist = Agent(
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agent_name="neurologist",
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system_prompt="""You are Dr. Emily Watson, a neurologist with 10 years of experience.
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|
You specialize in disorders of the nervous system, brain, and spinal cord.
|
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|
You have expertise in:
|
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|
- Stroke and cerebrovascular disease
|
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|
- Neurodegenerative disorders (Alzheimer's, Parkinson's, ALS)
|
||||||
|
- Multiple sclerosis and demyelinating diseases
|
||||||
|
- Epilepsy and seizure disorders
|
||||||
|
- Headache and migraine disorders
|
||||||
|
- Neuromuscular diseases
|
||||||
|
|
||||||
|
When discussing cases, consider neurological symptoms, imaging findings,
|
||||||
|
and the impact of neurological conditions on overall patient care.""",
|
||||||
|
model_name="claude-3-5-sonnet-20240620",
|
||||||
|
streaming_on=True,
|
||||||
|
print_on=True,
|
||||||
|
)
|
||||||
|
|
||||||
|
# Endocrinologist - Hormone and metabolism specialist
|
||||||
|
endocrinologist = Agent(
|
||||||
|
agent_name="endocrinologist",
|
||||||
|
system_prompt="""You are Dr. James Thompson, an endocrinologist with 8 years of experience.
|
||||||
|
You specialize in disorders of the endocrine system and metabolism.
|
||||||
|
You have expertise in:
|
||||||
|
- Diabetes mellitus (Type 1, Type 2, gestational)
|
||||||
|
- Thyroid disorders (hyperthyroidism, hypothyroidism, thyroid cancer)
|
||||||
|
- Adrenal disorders and Cushing's syndrome
|
||||||
|
- Pituitary disorders and growth hormone issues
|
||||||
|
- Osteoporosis and calcium metabolism
|
||||||
|
- Reproductive endocrinology
|
||||||
|
|
||||||
|
When discussing cases, consider metabolic factors, hormone levels,
|
||||||
|
and how endocrine disorders may affect other organ systems.""",
|
||||||
|
model_name="claude-3-5-sonnet-20240620",
|
||||||
|
streaming_on=True,
|
||||||
|
print_on=True,
|
||||||
|
)
|
||||||
|
|
||||||
|
# Infectious Disease Specialist
|
||||||
|
infectious_disease = Agent(
|
||||||
|
agent_name="infectious_disease",
|
||||||
|
system_prompt="""You are Dr. Lisa Park, an infectious disease specialist with 11 years of experience.
|
||||||
|
You specialize in the diagnosis and treatment of infectious diseases.
|
||||||
|
You have expertise in:
|
||||||
|
- Bacterial, viral, fungal, and parasitic infections
|
||||||
|
- Antibiotic resistance and antimicrobial stewardship
|
||||||
|
- HIV/AIDS and opportunistic infections
|
||||||
|
- Travel medicine and tropical diseases
|
||||||
|
- Hospital-acquired infections
|
||||||
|
- Emerging infectious diseases
|
||||||
|
|
||||||
|
When discussing cases, consider the infectious agent, antimicrobial susceptibility,
|
||||||
|
host factors, and infection control measures.""",
|
||||||
|
model_name="claude-3-5-sonnet-20240620",
|
||||||
|
streaming_on=True,
|
||||||
|
print_on=True,
|
||||||
|
)
|
||||||
|
|
||||||
|
return [
|
||||||
|
cardiologist,
|
||||||
|
oncologist,
|
||||||
|
neurologist,
|
||||||
|
endocrinologist,
|
||||||
|
infectious_disease,
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
def example_round_robin_panel():
|
||||||
|
"""Example with round robin speaking order."""
|
||||||
|
print("=== ROUND ROBIN MEDICAL PANEL ===\n")
|
||||||
|
|
||||||
|
agents = create_medical_panel()
|
||||||
|
|
||||||
|
group_chat = InteractiveGroupChat(
|
||||||
|
name="Medical Panel Discussion",
|
||||||
|
description="A collaborative panel of medical specialists discussing complex cases",
|
||||||
|
agents=agents,
|
||||||
|
speaker_function="random-dynamic-speaker",
|
||||||
|
interactive=False,
|
||||||
|
)
|
||||||
|
|
||||||
|
print(group_chat.speaker_function)
|
||||||
|
print(group_chat.get_current_speaker_function())
|
||||||
|
|
||||||
|
# Case 1: Complex patient with multiple conditions
|
||||||
|
case1 = """CASE PRESENTATION:
|
||||||
|
A 65-year-old male with Type 2 diabetes, hypertension, and recent diagnosis of
|
||||||
|
stage 3 colon cancer presents with chest pain and shortness of breath.
|
||||||
|
ECG shows ST-segment elevation. Recent blood work shows elevated blood glucose (280 mg/dL)
|
||||||
|
and signs of infection (WBC 15,000, CRP elevated).
|
||||||
|
|
||||||
|
@cardiologist @oncologist @endocrinologist @infectious_disease please provide your
|
||||||
|
assessment and treatment recommendations for this complex case."""
|
||||||
|
|
||||||
|
response = group_chat.run(case1)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
example_round_robin_panel()
|
||||||
Loading…
Reference in new issue