Add AI-powered nutrition and plan modules

Introduces DSPy-based nutrition and plan generation modules, including image analysis for nutritional info and personalized diet/exercise plans. Adds new API endpoints for health metrics/goals, nutrition image analysis, and plan management. Updates models, schemas, and backend structure to support these features, and includes initial training data and configuration for prompt optimization.
This commit is contained in:
Carlos Escalante
2026-01-18 17:14:56 -06:00
parent 5dc6dc88f7
commit 184c8330a7
36 changed files with 2868 additions and 110 deletions

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@@ -1,6 +1,8 @@
import dspy
from app.config import settings
def configure_dspy():
if settings.OPENAI_API_KEY:
lm = dspy.LM("openai/gpt-4o-mini", api_key=settings.OPENAI_API_KEY)

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@@ -1,24 +1,29 @@
from datetime import datetime, timedelta
from typing import Any, Union
from jose import jwt
from passlib.context import CryptContext
from app.config import settings
pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
ALGORITHM = "HS256"
def create_access_token(subject: Union[str, Any], expires_delta: timedelta = None) -> str:
if expires_delta:
expire = datetime.utcnow() + expires_delta
else:
expire = datetime.utcnow() + timedelta(minutes=settings.ACCESS_TOKEN_EXPIRE_MINUTES)
to_encode = {"exp": expire, "sub": str(subject)}
encoded_jwt = jwt.encode(to_encode, settings.SECRET_KEY, algorithm=ALGORITHM)
return encoded_jwt
def verify_password(plain_password: str, hashed_password: str) -> bool:
return pwd_context.verify(plain_password, hashed_password)
def get_password_hash(password: str) -> str:
return pwd_context.hash(password)