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542c765 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 | """
Chat interface for Dr. Raahat - Have a dialogue about your health report.
"""
import requests
import json
BASE_URL = "http://localhost:8000"
# Your analysis result from the PDF (the report)
LATEST_REPORT = {
"is_readable": True,
"report_type": "LAB_REPORT",
"findings": [
{"parameter": "Haemoglobin", "value": "9.2", "unit": "g/dL", "status": "LOW"},
{"parameter": "Total RBC Count", "value": "3.8", "unit": "mill/cumm", "status": "LOW"},
{"parameter": "Serum Iron", "value": "45", "unit": "ug/dL", "status": "LOW"},
{"parameter": "Serum Ferritin", "value": "8", "unit": "ng/mL", "status": "LOW"},
{"parameter": "Vitamin B12", "value": "182", "unit": "pg/mL", "status": "LOW"},
],
"affected_organs": ["BLOOD", "SYSTEMIC"],
"overall_summary_english": "You have signs of iron deficiency anemia with low B12.",
"severity_level": "MILD_CONCERN",
"dietary_flags": ["INCREASE_IRON", "INCREASE_VITAMIN_B12"],
}
# Your patient context
PATIENT_CONTEXT = {
"name": "Ramesh Kumar Sharma",
"age": 45,
"gender": "Male",
"language": "EN",
"latestReport": LATEST_REPORT,
"mentalWellness": {
"stressLevel": 5,
"sleepQuality": 6
}
}
def chat_with_doctor():
"""Interactive chat with Dr. Raahat about your health."""
print("\n" + "="*70)
print("Dr. Raahat - Your Personal Health Advisor")
print("="*70)
print("\nYour Report Summary:")
print(f" Status: {LATEST_REPORT['report_type']}")
print(f" Severity: {LATEST_REPORT['severity_level']}")
print(f" Summary: {LATEST_REPORT['overall_summary_english']}")
print("\nType 'exit' to end the conversation.")
print("="*70 + "\n")
conversation_history = []
# Initial greeting from doctor
initial_message = "Hi! I've reviewed your lab report. I see you have signs of iron deficiency anemia with low B12 levels. How are you feeling lately? Are you experiencing any fatigue or weakness?"
print(f"Dr. Raahat: {initial_message}\n")
while True:
# Get user input
user_input = input("You: ").strip()
if user_input.lower() == 'exit':
print("\nDr. Raahat: Take care! Remember to follow the dietary recommendations and schedule a follow-up visit in 4 weeks. Stay healthy!")
break
if not user_input:
continue
# Add to conversation history
conversation_history.append({
"role": "user",
"content": user_input
})
# Send to doctor
try:
response = requests.post(
f"{BASE_URL}/chat",
json={
"message": user_input,
"history": conversation_history,
"guc": PATIENT_CONTEXT
}
)
if response.status_code == 200:
data = response.json()
doctor_reply = data.get("reply", "I'm not sure how to respond to that.")
# Add doctor response to history
conversation_history.append({
"role": "assistant",
"content": doctor_reply
})
print(f"\nDr. Raahat: {doctor_reply}\n")
else:
print(f"Error: {response.status_code}")
except Exception as e:
print(f"Connection error: {e}")
print("Make sure the server is running: python -m uvicorn app.main:app --reload --port 8000\n")
if __name__ == "__main__":
chat_with_doctor()
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