diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 000000000..471959b14
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2575 @@
+# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand.
+
+[[package]]
+name = "aiohttp"
+version = "3.8.4"
+description = "Async http client/server framework (asyncio)"
+optional = false
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+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8288d7cd28f8119b07dd49b7230d6b4562f9b61ee9a4ab02221060d21136be80"},
+    {file = "yarl-1.9.2-cp39-cp39-win32.whl", hash = "sha256:b124e2a6d223b65ba8768d5706d103280914d61f5cae3afbc50fc3dfcc016623"},
+    {file = "yarl-1.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:61016e7d582bc46a5378ffdd02cd0314fb8ba52f40f9cf4d9a5e7dbef88dee18"},
+    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8.1"
+content-hash = "27ccee08e278d3107d7b37676f0e5fa495b77360c639c207d9b7eebc73b57692"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..084e8c669
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,43 @@
+[tool.poetry]
+name = "nemoguardrails"
+version = "0.1.0"
+description = "NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems."
+authors = ["NVIDIA"]
+license = "OSI Approved :: Apache Software License"
+readme = "README.md"
+
+
+[tool.poetry.dependencies]
+python = "^3.8.1"
+pydantic = "1.10.6"
+aiohttp = "3.8.4"
+langchain = "0.0.137"
+requests = "2.28.2"
+typer = "0.7.0"
+pyyaml = ">=6.0,<7.0"
+setuptools = ">=65.5.1,<65.6.0"
+annoy = "1.17.1"
+sentence-transformers = "2.2.2"
+fastapi = "0.95.0"
+starlette = "0.26.1"
+uvicorn = "0.21.1"
+httpx = "0.23.3"
+simpleeval = "0.9.13"
+
+
+[tool.poetry.group.dev.dependencies]
+pre-commit = "3.1.1"
+pylint = "2.17.0"
+mypy = "1.1.1"
+pytest = "7.2.2"
+pytest-asyncio = "0.21.0"
+black = "23.3.0"
+
+
+[tool.poetry.scripts]
+nemoguardrails = "nemoguardrails.__main__:app"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 6bd6917e9..fa8b477a4 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -4,3 +4,4 @@ mypy==1.1.1
 pytest==7.2.2
 pytest-asyncio==0.21.0
 black==23.3.0
+poetry==1.5.0
\ No newline at end of file