[0.1.0]

api/requirements.txt

@@ -3,4 +3,5 @@ pydantic
 mcs
 cryptography
 uvicorn
-loguru
+loguru
+swarms-tools

example.py

@@ -1,25 +1,74 @@
 from mcs.main import MedicalCoderSwarm
 
 if __name__ == "__main__":
-    # Example patient case
+    # Extended Example Patient Case
     patient_case = """
-    Patient: 45-year-old White Male
-    Location: New York, NY
+    Patient Information:
+    - Name: John Doe
+    - Age: 45
+    - Gender: Male
+    - Ethnicity: White
+    - Location: New York, NY
+    - BMI: 28.5 (Overweight)
+    - Occupation: Office Worker
+
+    Presenting Complaints:
+    - Persistent fatigue for 3 months
+    - Swelling in lower extremities
+    - Difficulty concentrating (brain fog)
+    - Increased frequency of urination
+
+    Medical History:
+    - Hypertension (diagnosed 5 years ago, poorly controlled)
+    - Type 2 Diabetes Mellitus (diagnosed 2 years ago, HbA1c: 8.2%)
+    - Family history of chronic kidney disease (mother)
+
+    Current Medications:
+    - Lisinopril 20 mg daily
+    - Metformin 1000 mg twice daily
+    - Atorvastatin 10 mg daily
 
     Lab Results:
-    - egfr 
-    - 59 ml / min / 1.73
-    - non african-american
-    
+    - eGFR: 59 ml/min/1.73m² (Non-African American)
+    - Serum Creatinine: 1.5 mg/dL
+    - BUN: 22 mg/dL
+    - Potassium: 4.8 mmol/L
+    - HbA1c: 8.2%
+    - Urinalysis: Microalbuminuria detected (300 mg/g creatinine)
+
+    Vital Signs:
+    - Blood Pressure: 145/90 mmHg
+    - Heart Rate: 78 bpm
+    - Respiratory Rate: 16 bpm
+    - Temperature: 98.6°F
+    - Oxygen Saturation: 98%
+
+    Differential Diagnoses to Explore:
+    1. Chronic Kidney Disease (CKD) Stage 3
+    2. Diabetic Nephropathy
+    3. Secondary Hypertension (due to CKD)
+    4. Fatigue related to poorly controlled diabetes
+
+    Specialist Consultations Needed:
+    - Nephrologist
+    - Endocrinologist
+    - Dietitian for diabetic and CKD management
+
+    Initial Management Recommendations:
+    - Optimize blood pressure control (<130/80 mmHg target for CKD)
+    - Glycemic control improvement (target HbA1c <7%)
+    - Lifestyle modifications: low-sodium, renal-friendly diet
+    - Referral to nephrologist for further evaluation
     """
 
+    # Initialize the MedicalCoderSwarm with the detailed patient case
     swarm = MedicalCoderSwarm(
-        patient_id="323u29382938293829382382398",
+        patient_id="Patient-001",
         max_loops=1,
-        output_type="json",
-        patient_documentation="",
     )
 
-    swarm.run(task=patient_case)
+    # Run the swarm on the patient case
+    output = swarm.run(task=patient_case)
 
-    # print(json.dumps(swarm.to_dict()))
+    # Print the system's state after processing
+    print(output.model_dump_json(indent=4))