Update app.py

app.py

@@ -1,27 +1,14 @@
-import firebase_admin
-from firebase_admin import credentials
-from firebase_admin import firestore
 import io
 from fastapi import FastAPI, File, UploadFile
-from werkzeug.utils import secure_filename
-import speech_recognition as sr
 import subprocess
 import os
 import requests
 import random
-import pandas as pd
-from pydub import AudioSegment
 from datetime import datetime
 from datetime import date
-import numpy as np
-from sklearn.ensemble import RandomForestRegressor
-import shutil
 import json
-from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline
 from pydantic import BaseModel
 from typing import Annotated
-from transformers import BertTokenizerFast, EncoderDecoderModel
-import torch
 import random
 from fastapi import FastAPI, Response
 import string
@@ -41,12 +28,6 @@ class Query2(BaseModel):
     filename:str
     host:str
    
-# device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
-# tokenizer = BertTokenizerFast.from_pretrained('mrm8488/bert-small2bert-small-finetuned-cnn_daily_mail-summarization')
-# model = EncoderDecoderModel.from_pretrained('mrm8488/bert-small2bert-small-finetuned-cnn_daily_mail-summarization').to(device)
-
-
-