Create main.py

main.py

@@ -0,0 +1,40 @@
+import os
+import sys
+import time
+import signal
+import psutil
+import io
+
+from fastapi import FastAPI, Request, status, Form, UploadFile
+from fastapi.staticfiles import StaticFiles
+from fastapi.middleware.cors import CORSMiddleware
+from pydantic import BaseModel, Field
+from fastapi.exceptions import RequestValidationError
+from fastapi.responses import JSONResponse
+
+import fn
+
+app = FastAPI()
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=['*'],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+
+fn.load_model('large-v3')
+
+@app.post("/transcribe")
+async def transcribe_audio(file: UploadFile = Form(...)):
+    try:
+        file_content = await file.read()
+        file_stream = io.BytesIO(file_content)
+
+		text_only, text_with_timestamps = speech_to_text(file_stream)
+
+        return {"transcription": text_only, "text_with_timestamps": text_with_timestamps}
+    except Exception as e:
+        return {"error": str(e)}