Create components/agent_system.py

components/agent_system.py

@@ -0,0 +1,56 @@
+import autogen
+
+class DoctorAgent(autogen.Agent):
+    def diagnose(self, patient_data):
+        diagnosis = self.generate_diagnosis(patient_data)
+        return diagnosis
+    
+    def generate_diagnosis(self, patient_data):
+        if patient_data['condition'] == 'Parkinson':
+            return "Patient diagnosed with early-stage Parkinson. Recommend Treatment A."
+        elif patient_data['condition'] == 'Alzheimer':
+            return "Patient diagnosed with Alzheimer. Recommend Treatment B."
+        else:
+            return "Further diagnosis needed."
+
+class NurseAgent(autogen.Agent):
+    def monitor_patient(self, patient_data, treatment):
+        if patient_data['response'] == 'positive':
+            return f"Patient responding well to {treatment}."
+        else:
+            return f"Patient showing adverse effects to {treatment}. Alert doctor!"
+
+class ClinicianAgent(autogen.Agent):
+    def specialize_support(self, condition):
+        if condition == "Parkinson":
+            return "Recommend additional physiotherapy sessions."
+        elif condition == "Alzheimer":
+            return "Recommend cognitive therapy."
+        else:
+            return "No specialized support needed."
+
+class AICoordinator(autogen.Agent):
+    def __init__(self):
+        self.doctor_agent = DoctorAgent()
+        self.nurse_agent = NurseAgent()
+        self.clinician_agent = ClinicianAgent()
+    
+    def coordinate_care(self, patient_data):
+        diagnosis = self.doctor_agent.diagnose(patient_data)
+        
+        treatment = diagnosis.split("Recommend ")[1]
+        nurse_update = self.nurse_agent.monitor_patient(patient_data, treatment)
+        
+        clinician_support = ""
+        if patient_data['condition'] in ['Parkinson', 'Alzheimer']:
+            clinician_support = self.clinician_agent.specialize_support(patient_data['condition'])
+        
+        final_plan = f"Final Plan: {treatment}, {clinician_support}"
+        return final_plan
+
+class AgentSystem:
+    def __init__(self):
+        self.coordinator = AICoordinator()
+
+    def coordinate_care(self, patient_data):
+        return self.coordinator.coordinate_care(patient_data)