app.py

from fastapi import FastAPI, Query, Request
from fastapi.responses import HTMLResponse
from fastapi.templating import Jinja2Templates
from fastapi.staticfiles import StaticFiles
from fastapi.middleware.cors import CORSMiddleware
from utils.vector_search import get_similar_symptoms
from utils.sql_queries import get_diseases_by_symptoms, get_related_symptoms
import sqlite3

app = FastAPI()

# Add CORS middleware
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],  # Allow all origins
    allow_credentials=True,
    allow_methods=["*"],  # Allow all methods
    allow_headers=["*"],  # Allow all headers
)

templates = Jinja2Templates(directory="templates")

@app.get("/", response_class=HTMLResponse)
def index(request: Request):
    return templates.TemplateResponse("index.html", {"request": request})

# Helper function to check if a symptom exists in the database
def is_valid_symptom(symptom):
    conn = sqlite3.connect("disease.db")
    cur = conn.cursor()
    cur.execute("SELECT COUNT(*) FROM symptom WHERE name = ?", (symptom,))
    count = cur.fetchone()[0]
    conn.close()
    return count > 0

@app.get("/search")
def search(symptom: str, selected: list[str] = Query([])):
    # Get similar symptoms from vector search
    similar = get_similar_symptoms(symptom)
    
    # Check if the exact symptom exists in our database
    if is_valid_symptom(symptom):
        # Use the exact symptom if it exists
        search_symptoms = [symptom] + selected
    else:
        # Otherwise, try to use the first similar symptom that exists in our database
        valid_symptom_found = False
        for sim in similar:
            if is_valid_symptom(sim):
                search_symptoms = [sim] + selected
                valid_symptom_found = True
                break
        
        # If no valid symptom found, just use all similar symptoms
        if not valid_symptom_found:
            search_symptoms = similar + selected
    
    # Get diseases that have ALL the selected search symptoms
    diseases = get_diseases_by_symptoms(search_symptoms)
    
    # Get related symptoms from the matching diseases, excluding already selected symptoms
    suggestions = get_related_symptoms(diseases, exclude=search_symptoms)

    return {
        "matching_diseases": diseases,
        "related_symptoms": suggestions,
        "semantic_matches": similar
    }