Create app.py

app.py

@@ -0,0 +1,41 @@
+
+from fastapi import FastAPI, UploadFile, File
+import uvicorn
+from fastapi.middleware.cors import CORSMiddleware
+import whisper
+import shutil
+import os
+
+app = FastAPI(swagger_ui_parameters={"syntaxHighlight": {"theme": "obsidian"}})
+origins = [ "http://localhost", "http://localhost:3000", "http://localhost:3006"]
+app.add_middleware(CORSMiddleware, allow_origins=origins,allow_credentials=True,allow_methods=["*"], allow_headers=["*"])
+model = whisper.load_model("base")
+def transcribe_with_whisper(fpath):   
+    try:
+        transcription = model.transcribe(fpath)
+        result = transcription["text"]   
+        print("whisper result:")
+        print(result)
+        return result
+    except Exception as e:
+        return str(e)
+
+@app.post("/transcribe")
+async def transcribe(file: UploadFile = File(...)):  
+    if not file:
+        return {"text": "No file sent"}   
+    
+    try:
+        file_location = f"newfile.wav"  
+        with open(file_location, "wb") as buffer:
+            shutil.copyfileobj(file.file, buffer)  
+        result = transcribe_with_whisper(file_location)   
+        os.remove(file_location) 
+        return {"text": result}   
+
+    except Exception as e:
+        return {"text" : str(e)}       
+    
+
+if __name__ == "__main__":
+    uvicorn.run(app, host="0.0.0.0", port=7860)