import asyncio
import websockets
from transformers import pipeline

# Load a Hugging Face model
nlp = pipeline("sentiment-analysis")

async def handle_client(websocket, path):
    async for message in websocket:
        # Process the message using the Hugging Face model
        result = nlp(message)
        # Send the result back to the client
        await websocket.send(str(result))

# Start the WebSocket server
start_server = websockets.serve(handle_client, "localhost", 8765)

asyncio.get_event_loop().run_until_complete(start_server)
asyncio.get_event_loop().run_forever()