from fastapi import FastAPI, HTTPException,Query,Request,BackgroundTasks
import json
import os
import requests
from extract_insights import extract_fashion_categories

app = FastAPI()

@app.post("/update_fashion_categories")
async def process_document_base64(request: Request,background_tasks: BackgroundTasks):
    request_data = await request.json()
    user_id = request_data.get('user_id')
    message_id = request_data.get('message_id')
    email = request_data.get('email')
    # await extract_fashion_categories(user_id,email,message_id)
    background_tasks.add_task(extract_fashion_categories,user_id,email,message_id)
    
    return {"status":'Processing and Updating the data to db!'}