main.py

import io
import os
import json
from fastapi import File,FastAPI, UploadFile
import aiofiles
import whisper
import firebase_admin
from firebase_admin import credentials, db

model_wis = whisper.load_model("base")

absolute_path = os.path.dirname(__file__)
static_dir = os.path.join(os.path.dirname(__file__))
path = static_dir+"/exous.json"
relative_path = "static/"
full_path = os.path.join(absolute_path, relative_path)


cred = credentials.Certificate(path)
firebase_admin.initialize_app(cred, {
    'databaseURL': 'https://exous-39536-default-rtdb.firebaseio.com/'
})

app = FastAPI()

@app.get("/")
async def root():
    return {"this adham alghreeb, i have spoken"}

@app.post("/uploadfile/")
async def create_upload_file(file: UploadFile):
    return {"filename": file.filename}

@app.post("/voicerecog/")
async def create_upload_file(file: UploadFile = File(...)):
    destination_file_path = full_path+file.filename # location to store file
    async with aiofiles.open(destination_file_path, 'wb') as out_file:
        while content := await file.read(1024):  # async read file chunk
            await out_file.write(content)  # async write file chunk
    var_name = full_path+file.filename # path to the uploaded file
    result = model_wis.transcribe(var_name)
    var_item = result['text'].split()
    ref = db.reference("order")
    if var_item[0].lower().find("move") != -1:
        ref.set(int(1))
    elif var_item[0].lower().find("bye") != -1:
        ref.set(int(2))
    elif var_item[0].lower().find("catch") != -1:
        ref.set(int(3))
        
    return {'results': result}