Spaces:
Running
Running
Commit ·
403e6d8
1
Parent(s): 3cd0c0a
Add STT endpoint (no binaries)
Browse files- .gitignore +5 -0
- Dockerfile +6 -1
- app.py +3 -1
- requirements.txt +6 -0
- routes_stt.py +48 -0
.gitignore
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@@ -0,0 +1,5 @@
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# audio test files
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*.m4a
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*.wav
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*.mp3
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*.m4p
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Dockerfile
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@@ -2,6 +2,11 @@ FROM python:3.10-slim
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WORKDIR /app
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# install dependencies
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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# run your FastAPI app
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CMD ["uvicorn", "app:APP", "--host", "0.0.0.0", "--port", "7860"]
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WORKDIR /app
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# 🔹 REQUIRED for Whisper (audio decoding)
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RUN apt-get update && \
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apt-get install -y ffmpeg && \
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rm -rf /var/lib/apt/lists/*
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# install dependencies
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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# run your FastAPI app
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CMD ["uvicorn", "app:APP", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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@@ -7,6 +7,8 @@ from jose import jwt, JWTError
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from supabase_ie import load_history_for_display
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from datetime import datetime
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from routes_utils import router as utils_router
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from translate_query_response import (
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detect_language_code,
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translate_to_english,
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APP = FastAPI(title="Socrates API", version="1.0")
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APP.include_router(utils_router)
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APP.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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from supabase_ie import load_history_for_display
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from datetime import datetime
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from routes_utils import router as utils_router
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from routes_stt import router as stt_router
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from translate_query_response import (
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detect_language_code,
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translate_to_english,
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APP = FastAPI(title="Socrates API", version="1.0")
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APP.include_router(utils_router)
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APP.include_router(stt_router)
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APP.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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requirements.txt
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@@ -34,3 +34,9 @@ trafilatura>=1.7
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PyJWT
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lxml_html_clean
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PyJWT
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lxml_html_clean
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#----voice transcription -----
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python-multipart
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openai-whisper
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torch
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routes_stt.py
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# routes_stt.py
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import os
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import tempfile
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from fastapi import APIRouter, UploadFile, File, Form, HTTPException
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import whisper
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router = APIRouter()
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MODEL_NAME = os.getenv("WHISPER_MODEL", "small") # tiny/base/small/medium/large
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model = whisper.load_model(MODEL_NAME) # load once at startup
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@router.post("/stt")
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async def stt(
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audio: UploadFile = File(...),
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language: str | None = Form(None), # "en", "it", etc. Optional
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):
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tmp_path = None
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try:
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# Save uploaded audio to a temp file
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suffix = os.path.splitext(audio.filename or "")[-1] or ".m4a"
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with tempfile.NamedTemporaryFile(delete=False, suffix=suffix) as tmp:
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tmp_path = tmp.name
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tmp.write(await audio.read())
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# Transcribe
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result = model.transcribe(
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tmp_path,
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language=language, # None => auto-detect
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task="transcribe",
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fp16=False, # safer on CPU
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)
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text = (result.get("text") or "").strip()
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if not text:
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raise HTTPException(status_code=422, detail="Empty transcription")
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return {"text": text, "language": result.get("language")}
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except HTTPException:
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raise
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"STT failed: {str(e)}")
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finally:
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if tmp_path and os.path.exists(tmp_path):
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try:
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os.remove(tmp_path)
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except Exception:
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pass
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