150 lines
5.6 KiB
Python
150 lines
5.6 KiB
Python
import json
|
|
|
|
from app.ai.openai_client import OpenAIClient
|
|
from app.ai.prompts import build_system_prompt
|
|
from app.ai.validator import validate_ai_response
|
|
from app.config import OPENAI_API_KEY
|
|
from app.specialties.registry import get_specialty_config
|
|
|
|
|
|
class AIOrchestrator:
|
|
|
|
def __init__(self):
|
|
self.openai = OpenAIClient()
|
|
|
|
async def process(
|
|
self,
|
|
session,
|
|
state,
|
|
conversation_history,
|
|
user_message,
|
|
):
|
|
specialty = get_specialty_config(
|
|
session.category_code
|
|
)
|
|
|
|
current_state = json.loads(
|
|
state.state_json
|
|
)
|
|
|
|
context = {
|
|
"patient": {
|
|
"id": session.patient_id,
|
|
"name": session.patient_name,
|
|
"age": session.age,
|
|
"gender": session.gender,
|
|
},
|
|
"category": {
|
|
"type": session.category_type,
|
|
"code": session.category_code,
|
|
"name": session.category_name,
|
|
},
|
|
"specialty_config": specialty,
|
|
"language": session.language,
|
|
"current_stage": session.stage,
|
|
"current_state": current_state,
|
|
"conversation_history": conversation_history,
|
|
"new_patient_message": user_message,
|
|
}
|
|
|
|
prompt = build_system_prompt(context)
|
|
|
|
# Real OpenAI Call if valid API key is set
|
|
if OPENAI_API_KEY and OPENAI_API_KEY.strip() not in ["your_openai_api_key", "your_openai_key", ""]:
|
|
try:
|
|
raw_response = await self.openai.generate_response(
|
|
system_prompt=prompt,
|
|
user_message=user_message,
|
|
)
|
|
parsed = json.loads(raw_response)
|
|
validated = validate_ai_response(parsed)
|
|
return validated.model_dump()
|
|
except Exception as e:
|
|
print(f"[OpenAI Orchestrator Error]: {e}")
|
|
|
|
# Fallback simulator for offline development with concise clinical flow
|
|
parsed = self._simulate_specialty_response(session, specialty, user_message, len(conversation_history))
|
|
validated = validate_ai_response(parsed)
|
|
return validated.model_dump()
|
|
|
|
def _simulate_specialty_response(self, session, specialty, user_message, turn_count=0):
|
|
stage = session.stage
|
|
code = specialty.get("code", "general")
|
|
msg_lower = user_message.lower().strip()
|
|
is_negative = msg_lower in ["no", "no more", "nothing", "nothing else", "know nothing", "none", "illness none"]
|
|
|
|
# Fast conclusion if patient says "No" or already had 4 turns
|
|
if is_negative or turn_count >= 6:
|
|
return {
|
|
"reply": "Thank you. I have recorded your intake details for the doctor to review.",
|
|
"next_stage": "confirmation",
|
|
"state_updates": {
|
|
"reason_for_visit": None,
|
|
"symptoms": [],
|
|
"medical_history": ["None reported"] if is_negative else [],
|
|
"medications": [],
|
|
"allergies": ["None"] if is_negative else []
|
|
},
|
|
"completed": True
|
|
}
|
|
|
|
if stage == "greeting":
|
|
if code == "cardiology":
|
|
reply = "Could you please share what cardiac or chest symptoms you are experiencing?"
|
|
else:
|
|
reply = "Could you please describe what primary symptoms you are experiencing today?"
|
|
return {
|
|
"reply": reply,
|
|
"next_stage": "reason_for_visit",
|
|
"state_updates": {
|
|
"reason_for_visit": user_message,
|
|
"symptoms": [{"name": user_message, "duration": "recent"}],
|
|
"medical_history": [],
|
|
"medications": [],
|
|
"allergies": []
|
|
},
|
|
"completed": False
|
|
}
|
|
elif stage == "reason_for_visit":
|
|
reply = "How long have you had these symptoms, and have you taken any medicines?"
|
|
return {
|
|
"reply": reply,
|
|
"next_stage": "medications",
|
|
"state_updates": {
|
|
"reason_for_visit": user_message,
|
|
"symptoms": [{"name": user_message, "duration": "reported"}],
|
|
"medical_history": [],
|
|
"medications": [],
|
|
"allergies": []
|
|
},
|
|
"completed": False
|
|
}
|
|
elif stage == "medications":
|
|
reply = "Thank you. Do you have any known drug allergies or existing health conditions?"
|
|
return {
|
|
"reply": reply,
|
|
"next_stage": "allergies",
|
|
"state_updates": {
|
|
"reason_for_visit": None,
|
|
"symptoms": [],
|
|
"medical_history": [],
|
|
"medications": [user_message] if not is_negative else [],
|
|
"allergies": []
|
|
},
|
|
"completed": False
|
|
}
|
|
else:
|
|
return {
|
|
"reply": "Thank you. I have recorded your intake details for the doctor to review.",
|
|
"next_stage": "confirmation",
|
|
"state_updates": {
|
|
"reason_for_visit": None,
|
|
"symptoms": [],
|
|
"medical_history": [],
|
|
"medications": [],
|
|
"allergies": ["None"] if is_negative else [user_message]
|
|
},
|
|
"completed": True
|
|
}
|
|
|