我学习docker，不明白为什么celery不能连接到rabbitmq。我已经为rabbitmq和django创建了2个镜像，这是我的docker-compose：

version: "3.0"

services:
  # WEB
  django:
    build: .
    volumes:
      - media_volume:/website/journal_website/media
      - static_volume:/website/journal_website/static
      - database_volume:/website/journal_website/database
    ports:
      - "8000:8000"
    depends_on:
      - rabbit
  
  # RabbitMQ
  rabbit:
    hostname: rabbit
    container_name: rabbitmq
    image: rabbitmq:3.12-rc-management
    environment:
      - RABBITMQ_DEFAULT_USER=simple_user
      - RABBITMQ_DEFAULT_PASS=simple_password
    ports:
      # AMQP protocol port
      - "5672:5672"
      # HTTP management UI
      - "15672:15672"
    restart: always
      

volumes:
  media_volume:
  static_volume:
  database_volume:

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我在django的settings.py中的代理配置：

CELERY_BROKER_URL = 'amqp://localhost:5672'

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celery.py文件：

from __future__ import absolute_import, unicode_literals
import os

from celery import Celery

os.environ.setdefault("DJANGO_SETTINGS_MODULE", "website.settings")
celery_application = Celery("website")
celery_application.config_from_object("django.conf:settings", namespace="CELERY")
celery_application.autodiscover_tasks()

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在Dockerfile中用作入口点的entrypoint.sh：

#!/bin/bash

# Start Celery
celery -A website worker -l info

# Run Django server
python3.11 manage.py runserver 127.0.0.1:8000

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Dockerfile：

# Many many commands to install python and all dependencies in ubuntu 20.04

# Run Django server
EXPOSE 8000
ENTRYPOINT ["/entrypoint.sh"]

型
我在Windows 10上使用Docker Desktop，当我在桌面应用程序中运行docker compose up或运行容器时，我得到这样的错误：[Date: ERROR/MainProcess] consumer: Cannot connect to amqp://guest:**@127.0.0.1:5672//: [Errno 111] Connection refused.，我检查了localhost是127.0.0.1。我应该怎么做才能正确地经营celery ？