diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 134d7bb..0a89ab2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -34,13 +34,13 @@ python tests:
     key: "$CI_JOB_NAME-$CI_COMMIT_REF_SLUG"
     paths:
       - .cache/pip
-      - env/
+      - .venv/
   before_script:
-    - python3 -m venv env
-    - source env/bin/activate
-    - pip install -r requirements/gitlab.txt
+    - pip install poetry
+    - poetry config virtualenvs.in-project true
+    - poetry install --no-interaction
   script:
-    - python src/manage.py test newsreader
+    - poetry run src/manage.py test newsreader
 
 javascript tests:
   image: node:12
@@ -76,15 +76,15 @@ python linting:
     key: "$CI_JOB_NAME-$CI_COMMIT_REF_SLUG"
     paths:
       - .cache/pip
-      - env/
+      - .venv/
   before_script:
-    - python3 -m venv env
-    - source env/bin/activate
-    - pip install -r requirements/gitlab.txt
+    - pip install poetry
+    - poetry config virtualenvs.in-project true
+    - poetry install --no-interaction
   script:
-    - isort src/ --check-only --recursive
-    - black src/ --line-length 88 --check
-    - autoflake src/ --check --recursive --remove-all-unused-imports --ignore-init-module-imports
+    - poetry run isort src/ --check-only --recursive
+    - poetry run black src/ --line-length 88 --check
+    - poetry run autoflake src/ --check --recursive --remove-all-unused-imports --ignore-init-module-imports
 
 deploy:
   stage: deploy
diff --git a/Dockerfile b/Dockerfile
index ac7ac5b..61ef10b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,18 +1,11 @@
 FROM python:3.7-buster
 
-# Run project binaries from the user's local bin folder
-ENV PATH=/home/newsreader/.local/bin:$PATH
+RUN pip install poetry
 
-# Set the default shell
-RUN useradd -ms /bin/bash newsreader
-
-RUN mkdir /app
 WORKDIR /app
-RUN chown newsreader:newsreader /app
-USER newsreader
+COPY poetry.lock pyproject.toml /app/
 
-# Use a seperate layer for the project requirements
-COPY requirements /app/requirements
-RUN pip install --user -r requirements/dev.txt
+RUN poetry config virtualenvs.create false
+RUN poetry install --no-interaction
 
 COPY . /app/
diff --git a/docker-compose.yml b/docker-compose.yml
index 10c3846..7a39a3f 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -15,7 +15,7 @@ services:
   celery:
     build: .
     container_name: celery
-    command: celery -A newsreader worker -l INFO --beat --scheduler django --workdir=/app/src/
+    command: poetry run celery -A newsreader worker -l INFO --beat --scheduler django --workdir=/app/src/
     environment:
       - POSTGRES_HOST=$POSTGRES_HOST
       - POSTGRES_NAME=$POSTGRES_NAME
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..cfb606f
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1115 @@
+[[package]]
+category = "main"
+description = "Low-level AMQP client for Python (fork of amqplib)."
+name = "amqp"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "2.5.2"
+
+[package.dependencies]
+vine = ">=1.1.3,<5.0.0a1"
+
+[[package]]
+category = "dev"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+name = "appdirs"
+optional = false
+python-versions = "*"
+version = "1.4.3"
+
+[[package]]
+category = "main"
+description = "ASGI specs, helper code, and adapters"
+name = "asgiref"
+optional = false
+python-versions = ">=3.5"
+version = "3.2.7"
+
+[package.extras]
+tests = ["pytest (>=4.3.0,<4.4.0)", "pytest-asyncio (>=0.10.0,<0.11.0)"]
+
+[[package]]
+category = "dev"
+description = "Classes Without Boilerplate"
+name = "attrs"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "19.3.0"
+
+[package.extras]
+azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "pytest-azurepipelines"]
+dev = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "pre-commit"]
+docs = ["sphinx", "zope.interface"]
+tests = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
+
+[[package]]
+category = "dev"
+description = "Removes unused imports and unused variables"
+name = "autoflake"
+optional = false
+python-versions = "*"
+version = "1.3.1"
+
+[package.dependencies]
+pyflakes = ">=1.1.0"
+
+[[package]]
+category = "main"
+description = "Screen-scraping library"
+name = "beautifulsoup4"
+optional = false
+python-versions = "*"
+version = "4.9.0"
+
+[package.dependencies]
+soupsieve = [">1.2", "<2.0"]
+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
+category = "main"
+description = "Python multiprocessing fork with improvements and bugfixes"
+name = "billiard"
+optional = false
+python-versions = "*"
+version = "3.6.3.0"
+
+[[package]]
+category = "dev"
+description = "The uncompromising code formatter."
+name = "black"
+optional = false
+python-versions = ">=3.6"
+version = "19.3b0"
+
+[package.dependencies]
+appdirs = "*"
+attrs = ">=18.1.0"
+click = ">=6.5"
+toml = ">=0.9.4"
+
+[package.extras]
+d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
+
+[[package]]
+category = "main"
+description = "An easy safelist-based HTML-sanitizing tool."
+name = "bleach"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "3.1.4"
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[[package]]
+category = "main"
+description = "Distributed Task Queue."
+name = "celery"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*,"
+version = "4.4.2"
+
+[package.dependencies]
+billiard = ">=3.6.3.0,<4.0"
+kombu = ">=4.6.8,<4.7"
+pytz = ">0.0-dev"
+vine = "1.3.0"
+
+[package.extras]
+arangodb = ["pyArango (>=1.3.2)"]
+auth = ["cryptography"]
+azureblockblob = ["azure-storage (0.36.0)", "azure-common (1.1.5)", "azure-storage-common (1.1.0)"]
+brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"]
+cassandra = ["cassandra-driver"]
+consul = ["python-consul"]
+cosmosdbsql = ["pydocumentdb (2.3.2)"]
+couchbase = ["couchbase", "couchbase-cffi"]
+couchdb = ["pycouchdb"]
+django = ["Django (>=1.11)"]
+dynamodb = ["boto3 (>=1.9.178)"]
+elasticsearch = ["elasticsearch"]
+eventlet = ["eventlet (>=0.24.1)"]
+gevent = ["gevent"]
+librabbitmq = ["librabbitmq (>=1.5.0)"]
+lzma = ["backports.lzma"]
+memcache = ["pylibmc"]
+mongodb = ["pymongo (>=3.3.0)"]
+msgpack = ["msgpack"]
+pymemcache = ["python-memcached"]
+pyro = ["pyro4"]
+redis = ["redis (>=3.2.0)"]
+riak = ["riak (>=2.0)"]
+s3 = ["boto3 (>=1.9.125)"]
+slmq = ["softlayer-messaging (>=1.0.3)"]
+solar = ["ephem"]
+sqlalchemy = ["sqlalchemy"]
+sqs = ["boto3 (>=1.9.125)", "pycurl (7.43.0.2)"]
+tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"]
+yaml = ["PyYAML (>=3.10)"]
+zookeeper = ["kazoo (>=1.3.1)"]
+zstd = ["zstandard"]
+
+[[package]]
+category = "main"
+description = "Python package for providing Mozilla's CA Bundle."
+name = "certifi"
+optional = false
+python-versions = "*"
+version = "2020.4.5.1"
+
+[[package]]
+category = "main"
+description = "Universal encoding detector for Python 2 and 3"
+name = "chardet"
+optional = false
+python-versions = "*"
+version = "3.0.4"
+
+[[package]]
+category = "dev"
+description = "Composable command line interface toolkit"
+name = "click"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "7.1.1"
+
+[[package]]
+category = "main"
+description = "Python client library for Core API."
+name = "coreapi"
+optional = false
+python-versions = "*"
+version = "2.3.3"
+
+[package.dependencies]
+coreschema = "*"
+itypes = "*"
+requests = "*"
+uritemplate = "*"
+
+[[package]]
+category = "main"
+description = "Core Schema."
+name = "coreschema"
+optional = false
+python-versions = "*"
+version = "0.0.4"
+
+[package.dependencies]
+jinja2 = "*"
+
+[[package]]
+category = "main"
+description = "A high-level Python Web framework that encourages rapid development and clean, pragmatic design."
+name = "django"
+optional = false
+python-versions = ">=3.6"
+version = "3.0.5"
+
+[package.dependencies]
+asgiref = ">=3.2,<4.0"
+pytz = "*"
+sqlparse = ">=0.2.2"
+
+[package.extras]
+argon2 = ["argon2-cffi (>=16.1.0)"]
+bcrypt = ["bcrypt"]
+
+[[package]]
+category = "main"
+description = "A helper class for handling configuration defaults of packaged apps gracefully."
+name = "django-appconf"
+optional = false
+python-versions = "*"
+version = "1.0.4"
+
+[package.dependencies]
+django = "*"
+
+[[package]]
+category = "main"
+description = "Keep track of failed login attempts in Django-powered sites."
+name = "django-axes"
+optional = false
+python-versions = "~=3.6"
+version = "5.3.1"
+
+[package.dependencies]
+django = ">=1.11"
+django-appconf = ">=1.0.3"
+django-ipware = ">=2.0.2"
+
+[[package]]
+category = "main"
+description = "Database-backed Periodic Tasks."
+name = "django-celery-beat"
+optional = false
+python-versions = "*"
+version = "2.0.0"
+
+[package.dependencies]
+Django = ">=1.11.17"
+celery = "*"
+django-timezone-field = ">=4.0,<5.0"
+python-crontab = ">=2.3.4"
+
+[[package]]
+category = "dev"
+description = "A configurable set of panels that display various debug information about the current request/response."
+name = "django-debug-toolbar"
+optional = false
+python-versions = ">=3.5"
+version = "2.2"
+
+[package.dependencies]
+Django = ">=1.11"
+sqlparse = ">=0.2.0"
+
+[[package]]
+category = "dev"
+description = "Extensions for Django"
+name = "django-extensions"
+optional = false
+python-versions = "*"
+version = "2.2.9"
+
+[package.dependencies]
+six = ">=1.2"
+
+[[package]]
+category = "main"
+description = "A Django utility application that returns client's real IP address"
+name = "django-ipware"
+optional = false
+python-versions = "*"
+version = "2.1.0"
+
+[[package]]
+category = "main"
+description = "An extensible user-registration application for Django"
+name = "django-registration-redux"
+optional = false
+python-versions = "*"
+version = "2.7"
+
+[[package]]
+category = "main"
+description = "A Django app providing database and form fields for pytz timezone objects."
+name = "django-timezone-field"
+optional = false
+python-versions = ">=3.5"
+version = "4.0"
+
+[package.dependencies]
+django = ">=2.2"
+pytz = "*"
+
+[[package]]
+category = "main"
+description = "Web APIs for Django, made easy."
+name = "djangorestframework"
+optional = false
+python-versions = ">=3.5"
+version = "3.11.0"
+
+[package.dependencies]
+django = ">=1.11"
+
+[[package]]
+category = "main"
+description = "Automated generation of real Swagger/OpenAPI 2.0 schemas from Django Rest Framework code."
+name = "drf-yasg"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "1.17.1"
+
+[package.dependencies]
+Django = ">=1.11.7"
+coreapi = ">=2.3.3"
+coreschema = ">=0.0.4"
+djangorestframework = ">=3.8"
+inflection = ">=0.3.1"
+packaging = "*"
+"ruamel.yaml" = ">=0.15.34"
+six = ">=1.10.0"
+uritemplate = ">=3.0.0"
+
+[package.extras]
+validation = ["swagger-spec-validator (>=2.1.0)"]
+
+[[package]]
+category = "dev"
+description = "A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby."
+name = "factory-boy"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.12.0"
+
+[package.dependencies]
+Faker = ">=0.7.0"
+
+[[package]]
+category = "dev"
+description = "Faker is a Python package that generates fake data for you."
+name = "faker"
+optional = false
+python-versions = ">=3.4"
+version = "4.0.2"
+
+[package.dependencies]
+python-dateutil = ">=2.4"
+text-unidecode = "1.3"
+
+[[package]]
+category = "main"
+description = "Universal feed parser, handles RSS 0.9x, RSS 1.0, RSS 2.0, CDF, Atom 0.3, and Atom 1.0 feeds"
+name = "feedparser"
+optional = false
+python-versions = "*"
+version = "5.2.1"
+
+[[package]]
+category = "dev"
+description = "Let your Python tests travel through time"
+name = "freezegun"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "0.3.15"
+
+[package.dependencies]
+python-dateutil = ">=1.0,<2.0 || >2.0"
+six = "*"
+
+[[package]]
+category = "main"
+description = "WSGI HTTP Server for UNIX"
+name = "gunicorn"
+optional = false
+python-versions = ">=3.4"
+version = "20.0.4"
+
+[package.dependencies]
+setuptools = ">=3.0"
+
+[package.extras]
+eventlet = ["eventlet (>=0.9.7)"]
+gevent = ["gevent (>=0.13)"]
+setproctitle = ["setproctitle"]
+tornado = ["tornado (>=0.2)"]
+
+[[package]]
+category = "main"
+description = "Internationalized Domain Names in Applications (IDNA)"
+name = "idna"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.9"
+
+[[package]]
+category = "main"
+description = "Read metadata from Python packages"
+marker = "python_version < \"3.8\""
+name = "importlib-metadata"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+version = "1.6.0"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "rst.linker"]
+testing = ["packaging", "importlib-resources"]
+
+[[package]]
+category = "main"
+description = "A port of Ruby on Rails inflector to Python"
+name = "inflection"
+optional = false
+python-versions = ">=3.5"
+version = "0.4.0"
+
+[[package]]
+category = "dev"
+description = "A Python utility / library to sort Python imports."
+name = "isort"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "4.3.21"
+
+[package.extras]
+pipfile = ["pipreqs", "requirementslib"]
+pyproject = ["toml"]
+requirements = ["pipreqs", "pip-api"]
+xdg_home = ["appdirs (>=1.4.0)"]
+
+[[package]]
+category = "main"
+description = "Simple immutable types for python."
+name = "itypes"
+optional = false
+python-versions = "*"
+version = "1.1.0"
+
+[[package]]
+category = "main"
+description = "A very fast and expressive template engine."
+name = "jinja2"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "2.11.1"
+
+[package.dependencies]
+MarkupSafe = ">=0.23"
+
+[package.extras]
+i18n = ["Babel (>=0.8)"]
+
+[[package]]
+category = "main"
+description = "Messaging library for Python."
+name = "kombu"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "4.6.8"
+
+[package.dependencies]
+amqp = ">=2.5.2,<2.6"
+
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = ">=0.18"
+
+[package.extras]
+azureservicebus = ["azure-servicebus (>=0.21.1)"]
+azurestoragequeues = ["azure-storage-queue"]
+consul = ["python-consul (>=0.6.0)"]
+librabbitmq = ["librabbitmq (>=1.5.2)"]
+mongodb = ["pymongo (>=3.3.0)"]
+msgpack = ["msgpack"]
+pyro = ["pyro4"]
+qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"]
+redis = ["redis (>=3.3.11)"]
+slmq = ["softlayer-messaging (>=1.0.3)"]
+sqlalchemy = ["sqlalchemy"]
+sqs = ["boto3 (>=1.4.4)", "pycurl (7.43.0.2)"]
+yaml = ["PyYAML (>=3.10)"]
+zookeeper = ["kazoo (>=1.3.1)"]
+
+[[package]]
+category = "main"
+description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+name = "lxml"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
+version = "4.5.0"
+
+[package.extras]
+cssselect = ["cssselect (>=0.7)"]
+html5 = ["html5lib"]
+htmlsoup = ["beautifulsoup4"]
+source = ["Cython (>=0.29.7)"]
+
+[[package]]
+category = "main"
+description = "Safely add untrusted strings to HTML/XML markup."
+name = "markupsafe"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+version = "1.1.1"
+
+[[package]]
+category = "main"
+description = "Core utilities for Python packages"
+name = "packaging"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "20.3"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+six = "*"
+
+[[package]]
+category = "main"
+description = "psycopg2 - Python-PostgreSQL Database Adapter"
+name = "psycopg2-binary"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+version = "2.8.5"
+
+[[package]]
+category = "dev"
+description = "passive checker of Python programs"
+name = "pyflakes"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.2.0"
+
+[[package]]
+category = "main"
+description = "Python parsing module"
+name = "pyparsing"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "2.4.7"
+
+[[package]]
+category = "main"
+description = "Python Crontab API"
+name = "python-crontab"
+optional = false
+python-versions = "*"
+version = "2.4.1"
+
+[package.dependencies]
+python-dateutil = "*"
+
+[package.extras]
+cron-description = ["cron-descriptor"]
+cron-schedule = ["croniter"]
+
+[[package]]
+category = "main"
+description = "Extensions to the standard Python datetime module"
+name = "python-dateutil"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+version = "2.8.1"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+category = "main"
+description = "Add .env support to your django/flask apps in development and deployments"
+name = "python-dotenv"
+optional = false
+python-versions = "*"
+version = "0.12.0"
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
+category = "main"
+description = "Pure python memcached client"
+name = "python-memcached"
+optional = false
+python-versions = "*"
+version = "1.59"
+
+[package.dependencies]
+six = ">=1.4.0"
+
+[[package]]
+category = "main"
+description = "World timezone definitions, modern and historical"
+name = "pytz"
+optional = false
+python-versions = "*"
+version = "2019.3"
+
+[[package]]
+category = "main"
+description = "Python HTTP for Humans."
+name = "requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "2.23.0"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+chardet = ">=3.0.2,<4"
+idna = ">=2.5,<3"
+urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
+
+[package.extras]
+security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
+socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
+
+[[package]]
+category = "main"
+description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
+name = "ruamel.yaml"
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+    {file = "soupsieve-1.9.5.tar.gz", hash = "sha256:e2c1c5dee4a1c36bcb790e0fabd5492d874b8ebd4617622c4f6a731701060dda"},
+]
+sqlparse = [
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+    {file = "sqlparse-0.3.1.tar.gz", hash = "sha256:e162203737712307dfe78860cc56c8da8a852ab2ee33750e33aeadf38d12c548"},
+]
+tblib = [
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+    {file = "tblib-1.6.0.tar.gz", hash = "sha256:229bee3754cb5d98b4837dd5c4405e80cfab57cb9f93220410ad367f8b352344"},
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+text-unidecode = [
+    {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
+    {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
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+toml = [
+    {file = "toml-0.10.0-py2.7.egg", hash = "sha256:f1db651f9657708513243e61e6cc67d101a39bad662eaa9b5546f789338e07a3"},
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+    {file = "toml-0.10.0.tar.gz", hash = "sha256:229f81c57791a41d65e399fc06bf0848bab550a9dfd5ed66df18ce5f05e73d5c"},
+]
+uritemplate = [
+    {file = "uritemplate-3.0.1-py2.py3-none-any.whl", hash = "sha256:07620c3f3f8eed1f12600845892b0e036a2420acf513c53f7de0abd911a5894f"},
+    {file = "uritemplate-3.0.1.tar.gz", hash = "sha256:5af8ad10cec94f215e3f48112de2022e1d5a37ed427fbd88652fa908f2ab7cae"},
+]
+urllib3 = [
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+    {file = "urllib3-1.25.8.tar.gz", hash = "sha256:87716c2d2a7121198ebcb7ce7cccf6ce5e9ba539041cfbaeecfb641dc0bf6acc"},
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+vine = [
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+    {file = "vine-1.3.0.tar.gz", hash = "sha256:133ee6d7a9016f177ddeaf191c1f58421a1dcc6ee9a42c58b34bed40e1d2cd87"},
+]
+webencodings = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+zipp = [
+    {file = "zipp-3.1.0-py3-none-any.whl", hash = "sha256:aa36550ff0c0b7ef7fa639055d797116ee891440eac1a56f378e2d3179e0320b"},
+    {file = "zipp-3.1.0.tar.gz", hash = "sha256:c599e4d75c98f6798c509911d08a22e6c021d074469042177c8c86fb92eefd96"},
+]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..3755c59
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,39 @@
+[tool.poetry]
+name = "newsreader"
+version = "0.2"
+description = "Webapplication for reading RSS feeds"
+authors = ["Sonny <sonnyba871@gmail.com>"]
+license = "GPL-3.0"
+
+[tool.poetry.dependencies]
+python = "^3.7"
+bleach = "^3.1.4"
+Django = "^3.0.5"
+celery = "^4.4.2"
+beautifulsoup4 = "^4.9.0"
+django-axes = "^5.3.1"
+django-celery-beat = "^2.0.0"
+djangorestframework = "^3.11.0"
+drf-yasg = "^1.17.1"
+django-registration-redux = "^2.7"
+lxml = "^4.5.0"
+feedparser = "^5.2.1"
+python-memcached = "^1.59"
+requests = "^2.23.0"
+psycopg2-binary = "^2.8.5"
+gunicorn = "^20.0.4"
+python-dotenv = "^0.12.0"
+
+[tool.poetry.dev-dependencies]
+factory-boy = "^2.12.0"
+freezegun = "^0.3.15"
+django-debug-toolbar = "^2.2"
+django-extensions = "^2.2.9"
+black = "19.3b0"
+isort = "4.3.21"
+autoflake = "1.3.1"
+tblib = "1.6.0"
+
+[build-system]
+requires = ["poetry>=0.12"]
+build-backend = "poetry.masonry.api"
diff --git a/requirements/base.txt b/requirements/base.txt
deleted file mode 100644
index a266589..0000000
--- a/requirements/base.txt
+++ /dev/null
@@ -1,21 +0,0 @@
-bleach==3.1.0
-beautifulsoup4==4.7.1
-celery==4.3.0
-certifi==2019.3.9
-chardet==3.0.4
-django-axes==5.2.2
-Django==2.2
-django-celery-beat==1.5.0
-djangorestframework==3.9.4
-drf-yasg==1.17.1
-django-registration-redux==2.6
-lxml==4.4.2
-feedparser==5.2.1
-idna==2.8
-python-memcached==1.59
-pytz==2018.9
-requests==2.21.0
-sqlparse==0.3.0
-urllib3==1.24.1
-psycopg2-binary==2.8.1
-Pillow==6.0.0
diff --git a/requirements/dev.txt b/requirements/dev.txt
deleted file mode 100644
index d32f624..0000000
--- a/requirements/dev.txt
+++ /dev/null
@@ -1,10 +0,0 @@
--r base.txt
-
-factory-boy==2.12.0
-freezegun==0.3.12
-django-debug-toolbar==2.0
-django-extensions==2.1.9
-
-black==19.3b0
-isort==4.3.21
-autoflake==1.3.1
diff --git a/requirements/gitlab.txt b/requirements/gitlab.txt
deleted file mode 100644
index 429c53d..0000000
--- a/requirements/gitlab.txt
+++ /dev/null
@@ -1 +0,0 @@
--r dev.txt
diff --git a/requirements/production.txt b/requirements/production.txt
deleted file mode 100644
index a12fd45..0000000
--- a/requirements/production.txt
+++ /dev/null
@@ -1,4 +0,0 @@
--r base.txt
-
-python-dotenv==0.12.0
-gunicorn==20.0.4
diff --git a/requirements/testing.txt b/requirements/testing.txt
deleted file mode 100644
index 0a685e3..0000000
--- a/requirements/testing.txt
+++ /dev/null
@@ -1,4 +0,0 @@
--r base.txt
-
-factory-boy==2.12.0
-freezegun==0.3.12
diff --git a/src/entrypoint.sh b/src/entrypoint.sh
index 3fbf941..451b7d3 100755
--- a/src/entrypoint.sh
+++ b/src/entrypoint.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
 # This file should only be used in conjuction with docker-compose
 
-python /app/src/manage.py migrate
-python /app/src/manage.py runserver 0.0.0.0:8000
+poetry run /app/src/manage.py migrate
+poetry run /app/src/manage.py runserver 0.0.0.0:8000
diff --git a/src/newsreader/accounts/migrations/0001_initial.py b/src/newsreader/accounts/migrations/0001_initial.py
index 1f58ca8..17b5729 100644
--- a/src/newsreader/accounts/migrations/0001_initial.py
+++ b/src/newsreader/accounts/migrations/0001_initial.py
@@ -116,7 +116,7 @@ class Migration(migrations.Migration):
                         blank=True,
                         editable=False,
                         null=True,
-                        on_delete="collection task",
+                        on_delete=models.SET_NULL,
                         to="django_celery_beat.PeriodicTask",
                     ),
                 ),
@@ -125,7 +125,7 @@ class Migration(migrations.Migration):
                     models.ForeignKey(
                         blank=True,
                         null=True,
-                        on_delete="collection schedule",
+                        on_delete=models.SET_NULL,
                         to="django_celery_beat.IntervalSchedule",
                     ),
                 ),
diff --git a/src/newsreader/accounts/migrations/0004_auto_20190714_1501.py b/src/newsreader/accounts/migrations/0004_auto_20190714_1501.py
index ba2fc84..69a78e3 100644
--- a/src/newsreader/accounts/migrations/0004_auto_20190714_1501.py
+++ b/src/newsreader/accounts/migrations/0004_auto_20190714_1501.py
@@ -15,7 +15,7 @@ class Migration(migrations.Migration):
                 blank=True,
                 editable=False,
                 null=True,
-                on_delete="collection task",
+                on_delete=models.SET_NULL,
                 to="django_celery_beat.PeriodicTask",
             ),
         )
diff --git a/src/newsreader/news/collection/migrations/0002_auto_20190714_1036.py b/src/newsreader/news/collection/migrations/0002_auto_20190714_1036.py
index 09c01cf..6854c0b 100644
--- a/src/newsreader/news/collection/migrations/0002_auto_20190714_1036.py
+++ b/src/newsreader/news/collection/migrations/0002_auto_20190714_1036.py
@@ -32,6 +32,8 @@ class Migration(migrations.Migration):
         migrations.AddField(
             model_name="collectionrule",
             name="user",
-            field=models.ForeignKey(on_delete="Owner", to=settings.AUTH_USER_MODEL),
+            field=models.ForeignKey(
+                on_delete=models.CASCADE, to=settings.AUTH_USER_MODEL
+            ),
         ),
     ]
diff --git a/src/newsreader/news/collection/migrations/0003_auto_20190714_1417.py b/src/newsreader/news/collection/migrations/0003_auto_20190714_1417.py
index 9f86c32..99f1018 100644
--- a/src/newsreader/news/collection/migrations/0003_auto_20190714_1417.py
+++ b/src/newsreader/news/collection/migrations/0003_auto_20190714_1417.py
@@ -13,7 +13,9 @@ class Migration(migrations.Migration):
             model_name="collectionrule",
             name="user",
             field=models.ForeignKey(
-                on_delete="Owner", related_name="rules", to=settings.AUTH_USER_MODEL
+                on_delete=models.CASCADE,
+                related_name="rules",
+                to=settings.AUTH_USER_MODEL,
             ),
         )
     ]
diff --git a/src/newsreader/news/collection/migrations/0006_auto_20200412_1955.py b/src/newsreader/news/collection/migrations/0006_auto_20200412_1955.py
new file mode 100644
index 0000000..441d7f1
--- /dev/null
+++ b/src/newsreader/news/collection/migrations/0006_auto_20200412_1955.py
@@ -0,0 +1,27 @@
+# Generated by Django 3.0.5 on 2020-04-12 19:55
+
+import django.db.models.deletion
+
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+        ("collection", "0005_auto_20200303_1932"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="collectionrule",
+            name="user",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE,
+                related_name="rules",
+                to=settings.AUTH_USER_MODEL,
+                verbose_name="Owner",
+            ),
+        )
+    ]
diff --git a/src/newsreader/news/collection/models.py b/src/newsreader/news/collection/models.py
index 8552ebf..d1d62ce 100644
--- a/src/newsreader/news/collection/models.py
+++ b/src/newsreader/news/collection/models.py
@@ -35,7 +35,12 @@ class CollectionRule(TimeStampedModel):
     succeeded = models.BooleanField(default=False)
     error = models.CharField(max_length=1024, blank=True, null=True)
 
-    user = models.ForeignKey("accounts.User", _("Owner"), related_name="rules")
+    user = models.ForeignKey(
+        "accounts.User",
+        verbose_name=_("Owner"),
+        related_name="rules",
+        on_delete=models.CASCADE,
+    )
 
     def __str__(self):
         return self.name
diff --git a/src/newsreader/news/core/migrations/0001_initial.py b/src/newsreader/news/core/migrations/0001_initial.py
index be138d9..eb74fc7 100644
--- a/src/newsreader/news/core/migrations/0001_initial.py
+++ b/src/newsreader/news/core/migrations/0001_initial.py
@@ -70,7 +70,9 @@ class Migration(migrations.Migration):
                 ("name", models.CharField(max_length=50, unique=True)),
                 (
                     "user",
-                    models.ForeignKey(on_delete="Owner", to=settings.AUTH_USER_MODEL),
+                    models.ForeignKey(
+                        on_delete=models.CASCADE, to=settings.AUTH_USER_MODEL
+                    ),
                 ),
             ],
             options={"verbose_name": "Category", "verbose_name_plural": "Categories"},
diff --git a/src/newsreader/news/core/migrations/0002_auto_20190714_1425.py b/src/newsreader/news/core/migrations/0002_auto_20190714_1425.py
index bbf4c1a..4d9ad4f 100644
--- a/src/newsreader/news/core/migrations/0002_auto_20190714_1425.py
+++ b/src/newsreader/news/core/migrations/0002_auto_20190714_1425.py
@@ -15,7 +15,7 @@ class Migration(migrations.Migration):
             model_name="category",
             name="user",
             field=models.ForeignKey(
-                on_delete="Owner",
+                on_delete=models.CASCADE,
                 related_name="categories",
                 to=settings.AUTH_USER_MODEL,
             ),
diff --git a/src/newsreader/news/core/migrations/0005_auto_20200412_1955.py b/src/newsreader/news/core/migrations/0005_auto_20200412_1955.py
new file mode 100644
index 0000000..0010448
--- /dev/null
+++ b/src/newsreader/news/core/migrations/0005_auto_20200412_1955.py
@@ -0,0 +1,27 @@
+# Generated by Django 3.0.5 on 2020-04-12 19:55
+
+import django.db.models.deletion
+
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+        ("core", "0004_auto_20191116_1315"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="category",
+            name="user",
+            field=models.ForeignKey(
+                on_delete=django.db.models.deletion.CASCADE,
+                related_name="categories",
+                to=settings.AUTH_USER_MODEL,
+                verbose_name="Owner",
+            ),
+        )
+    ]
diff --git a/src/newsreader/news/core/models.py b/src/newsreader/news/core/models.py
index d77b23b..64028d2 100644
--- a/src/newsreader/news/core/models.py
+++ b/src/newsreader/news/core/models.py
@@ -27,7 +27,12 @@ class Post(TimeStampedModel):
 
 class Category(TimeStampedModel):
     name = models.CharField(max_length=50)
-    user = models.ForeignKey("accounts.User", _("Owner"), related_name="categories")
+    user = models.ForeignKey(
+        "accounts.User",
+        verbose_name=_("Owner"),
+        related_name="categories",
+        on_delete=models.CASCADE,
+    )
 
     @property
     def rule_ids(self):