forked from open-webui/open-webui
refac: audio
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parent
2a10438b4d
commit
710850e442
7 changed files with 133 additions and 9 deletions
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@ -10,9 +10,18 @@ from fastapi import (
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File,
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Form,
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)
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from fastapi.responses import StreamingResponse, JSONResponse, FileResponse
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from fastapi.middleware.cors import CORSMiddleware
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from faster_whisper import WhisperModel
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import requests
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import hashlib
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from pathlib import Path
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import json
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from constants import ERROR_MESSAGES
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from utils.utils import (
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decode_token,
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@ -30,6 +39,8 @@ from config import (
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WHISPER_MODEL_DIR,
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WHISPER_MODEL_AUTO_UPDATE,
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DEVICE_TYPE,
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OPENAI_API_BASE_URL,
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OPENAI_API_KEY,
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)
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log = logging.getLogger(__name__)
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@ -44,12 +55,78 @@ app.add_middleware(
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allow_headers=["*"],
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)
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app.state.OPENAI_API_BASE_URL = OPENAI_API_BASE_URL
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app.state.OPENAI_API_KEY = OPENAI_API_KEY
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# setting device type for whisper model
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whisper_device_type = DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu"
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log.info(f"whisper_device_type: {whisper_device_type}")
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SPEECH_CACHE_DIR = Path(CACHE_DIR).joinpath("./audio/speech/")
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SPEECH_CACHE_DIR.mkdir(parents=True, exist_ok=True)
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@app.post("/transcribe")
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@app.post("/speech")
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async def speech(request: Request, user=Depends(get_verified_user)):
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idx = None
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try:
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body = await request.body()
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name = hashlib.sha256(body).hexdigest()
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file_path = SPEECH_CACHE_DIR.joinpath(f"{name}.mp3")
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file_body_path = SPEECH_CACHE_DIR.joinpath(f"{name}.json")
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# Check if the file already exists in the cache
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if file_path.is_file():
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return FileResponse(file_path)
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headers = {}
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headers["Authorization"] = f"Bearer {app.state.OPENAI_API_KEY}"
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headers["Content-Type"] = "application/json"
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r = None
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try:
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r = requests.post(
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url=f"{app.state.OPENAI_API_BASE_URL}/audio/speech",
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data=body,
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headers=headers,
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stream=True,
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)
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r.raise_for_status()
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# Save the streaming content to a file
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with open(file_path, "wb") as f:
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for chunk in r.iter_content(chunk_size=8192):
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f.write(chunk)
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with open(file_body_path, "w") as f:
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json.dump(json.loads(body.decode("utf-8")), f)
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# Return the saved file
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return FileResponse(file_path)
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except Exception as e:
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log.exception(e)
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error_detail = "Open WebUI: Server Connection Error"
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if r is not None:
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try:
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res = r.json()
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if "error" in res:
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error_detail = f"External: {res['error']}"
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except:
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error_detail = f"External: {e}"
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raise HTTPException(
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status_code=r.status_code if r else 500, detail=error_detail
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)
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except ValueError:
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raise HTTPException(status_code=401, detail=ERROR_MESSAGES.OPENAI_NOT_FOUND)
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@app.post("/transcriptions")
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def transcribe(
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file: UploadFile = File(...),
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user=Depends(get_current_user),
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