diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0aadee5..d1544be 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -19,11 +19,16 @@ jobs:
     steps:
       - uses: actions/checkout@v3
       - name: Setup Python
-        uses: actions/setup-python@v2
-      - name: Install requirements.txt
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.11"
+      - name: Setup Poetry
+        uses: Gr1N/setup-poetry@v8
+      - name: Install Dependencies
         run: |
-          pip3 install -r ./requirements.txt
-          pip3 install pytest pytest-cov
+          poetry env use python3
+          source $(poetry env info --path)/bin/activate
+          poetry install
       - name: Run tests
         run: |
           pytest
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..1f962eb
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,274 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "asgiref"
+version = "3.7.2"
+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.7"
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+]
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
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+version = "3.2.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
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+
+[[package]]
+name = "mangum"
+version = "0.17.0"
+description = "AWS Lambda support for ASGI applications"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mangum-0.17.0-py3-none-any.whl", hash = "sha256:f00be705605bc4793958df62e4d249abf58d254c39d90bb410d069570206f4a2"},
+    {file = "mangum-0.17.0.tar.gz", hash = "sha256:5b4e26375e12eed051687670466d17968f8b74beecaca432edd4eb4127f78509"},
+]
+
+[package.dependencies]
+typing-extensions = "*"
+
+[[package]]
+name = "psycopg"
+version = "3.1.10"
+description = "PostgreSQL database adapter for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "psycopg-3.1.10-py3-none-any.whl", hash = "sha256:8bbeddae5075c7890b2fa3e3553440376d3c5e28418335dee3c3656b06fa2b52"},
+    {file = "psycopg-3.1.10.tar.gz", hash = "sha256:15b25741494344c24066dc2479b0f383dd1b82fa5e75612fa4fa5bb30726e9b6"},
+]
+
+[package.dependencies]
+psycopg-pool = {version = "*", optional = true, markers = "extra == \"pool\""}
+typing-extensions = ">=4.1"
+tzdata = {version = "*", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+binary = ["psycopg-binary (==3.1.10)"]
+c = ["psycopg-c (==3.1.10)"]
+dev = ["black (>=23.1.0)", "dnspython (>=2.1)", "flake8 (>=4.0)", "mypy (>=1.4.1)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
+docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
+pool = ["psycopg-pool"]
+test = ["anyio (>=3.6.2)", "mypy (>=1.4.1)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
+
+[[package]]
+name = "psycopg-pool"
+version = "3.1.7"
+description = "Connection Pool for Psycopg"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "psycopg-pool-3.1.7.tar.gz", hash = "sha256:d02741dc48303495f4021900630442af87d6b1c3bfd1a3ece54cc11aa43d7dde"},
+    {file = "psycopg_pool-3.1.7-py3-none-any.whl", hash = "sha256:ca1f2c366b5910acd400e16e812912827c57836af638c1717ba495111d22073b"},
+]
+
+[package.dependencies]
+typing-extensions = ">=3.10"
+
+[[package]]
+name = "requests"
+version = "2.31.0"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
+    {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
+]
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "sqlparse"
+version = "0.4.4"
+description = "A non-validating SQL parser."
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "sqlparse-0.4.4-py3-none-any.whl", hash = "sha256:5430a4fe2ac7d0f93e66f1efc6e1338a41884b7ddf2a350cedd20ccc4d9d28f3"},
+    {file = "sqlparse-0.4.4.tar.gz", hash = "sha256:d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c"},
+]
+
+[package.extras]
+dev = ["build", "flake8"]
+doc = ["sphinx"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.7.1"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
+    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+]
+
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.0.4"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11"
+content-hash = "873d4e408e1a4b9292e0d14cd235abb395a9bfe7d8d5c07c2c6c9f5f244d8b71"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..81d8860
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,19 @@
+[tool.poetry]
+name = "template-aws-lambda-django"
+version = "0.1.0"
+description = ""
+authors = ["Your Name <you@example.com>"]
+readme = "README.md"
+packages = [{include = "template_aws_lambda_django"}]
+
+[tool.poetry.dependencies]
+python = "^3.11"
+mangum = "^0.17.0"
+requests = "^2.31.0"
+django = "^4.2.4"
+psycopg = {extras = ["pool"], version = "^3.1.10"}
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index e1576cf..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-mangum
-requests
-Django
-psycopg[binary]
-psycopg[pool]
diff --git a/serverless.yml b/serverless.yml
index f17f8be..788a66f 100644
--- a/serverless.yml
+++ b/serverless.yml
@@ -51,6 +51,7 @@ custom:
   pythonRequirements:
     dockerizePip: true
     dockerImage: python:3.10
+    usePoetry: true
 
 package:
   patterns: