Update app/core/analyzer.py
Browse files- app/core/analyzer.py +52 -52
app/core/analyzer.py
CHANGED
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@@ -1,53 +1,53 @@
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from typing import Dict, List
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import json
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import google.generativeai as genai
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from fastapi import HTTPException
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from ..utils.prompt_templates import generate_traditional_prompt, generate_body_based_prompt
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class SymptomAnalyzer:
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def __init__(self):
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self.model = genai.GenerativeModel('gemini-
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async def analyze_traditional(self, symptoms: List[str], age: int, gender: str, duration: str) -> Dict:
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try:
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prompt = generate_traditional_prompt(symptoms, age, gender, duration)
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response = self.model.generate_content(prompt)
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try:
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parsed_response = json.loads(response.text)
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return parsed_response
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except json.JSONDecodeError as e:
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cleaned_response = response.text.strip().strip('`').strip('json')
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try:
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parsed_response = json.loads(cleaned_response)
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return parsed_response
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except json.JSONDecodeError:
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raise HTTPException(
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status_code=500,
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detail="Failed to parse response into valid JSON"
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Analysis error: {str(e)}")
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async def analyze_body_based(self, data: Dict) -> Dict:
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try:
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prompt = generate_body_based_prompt(data)
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response = self.model.generate_content(prompt)
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try:
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parsed_response = json.loads(response.text)
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return parsed_response
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except json.JSONDecodeError as e:
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cleaned_response = response.text.strip().strip('`').strip('json')
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try:
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parsed_response = json.loads(cleaned_response)
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return parsed_response
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except json.JSONDecodeError:
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raise HTTPException(
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status_code=500,
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detail="Failed to parse response into valid JSON"
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Analysis error: {str(e)}")
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from typing import Dict, List
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import json
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import google.generativeai as genai
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from fastapi import HTTPException
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from ..utils.prompt_templates import generate_traditional_prompt, generate_body_based_prompt
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class SymptomAnalyzer:
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def __init__(self):
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self.model = genai.GenerativeModel('gemini-2.5-flash')
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async def analyze_traditional(self, symptoms: List[str], age: int, gender: str, duration: str) -> Dict:
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try:
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prompt = generate_traditional_prompt(symptoms, age, gender, duration)
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response = self.model.generate_content(prompt)
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try:
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parsed_response = json.loads(response.text)
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return parsed_response
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except json.JSONDecodeError as e:
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cleaned_response = response.text.strip().strip('`').strip('json')
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try:
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parsed_response = json.loads(cleaned_response)
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return parsed_response
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except json.JSONDecodeError:
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raise HTTPException(
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status_code=500,
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detail="Failed to parse response into valid JSON"
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Analysis error: {str(e)}")
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async def analyze_body_based(self, data: Dict) -> Dict:
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try:
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prompt = generate_body_based_prompt(data)
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response = self.model.generate_content(prompt)
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try:
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parsed_response = json.loads(response.text)
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return parsed_response
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except json.JSONDecodeError as e:
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cleaned_response = response.text.strip().strip('`').strip('json')
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try:
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parsed_response = json.loads(cleaned_response)
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return parsed_response
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except json.JSONDecodeError:
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raise HTTPException(
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status_code=500,
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detail="Failed to parse response into valid JSON"
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Analysis error: {str(e)}")
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