Cannot connect to redis://localhost:6379// while using docker-compose - django

Question

This may be a simple question but I've just started to learn docker and I am making my first project with it.
I have a django project using celery and Redis. I've made Dockerfile and docker-compose.yml:
Dockerfile
FROM python:3.8
RUN apt-get update && apt-get upgrade -y && apt-get autoremove && apt-get autoclean
RUN apt-get install -y \
libffi-dev \
libssl-dev \
libxml2-dev \
libxslt-dev \
libjpeg-dev \
libfreetype6-dev \
zlib1g-dev \
net-tools
ARG PROJECT=djangoproject
ARG PROJECT_DIR=/var/www/${PROJECT}
RUN mkdir -p $PROJECT_DIR
WORKDIR $PROJECT_DIR
COPY requirements.txt .
RUN pip install -r requirements.txt
EXPOSE 8000
STOPSIGNAL SIGINT
CMD ["python", "manage.py", "runserver", "127.0.0.1:8000"]
Docker-compose.yml:
version: "3"
services:
redis:
image: redis:latest
container_name: rd01
ports:
- '6379:6379'
restart: always
expose:
- '6379'
django:
container_name: django_server
build:
context: .
dockerfile: Dockerfile
image: docker_tutorial_django
volumes:
- ./parser_folder:/var/www/djangoproject
ports:
- "8000:8000"
links:
- redis
depends_on:
- celery
celery:
build: .
command: celery -A Parsing worker -B --loglevel=DEBUG
volumes:
- ./parser_folder:/var/www/djangoproject
links:
- redis
When I execute docker-compose up I get an error consumer: Cannot connect to redis://localhost:6379//: Error 99 connecting to localhost:6379. Cannot assign requested address..
I tried to change ports and write the command for Redis in docker-compose.yml but it won't working. Help me to figure it out please