diff --git a/gptcache_server/dockerfiles/Dockerfile.nx b/gptcache_server/dockerfiles/Dockerfile.nx
index 4c205106..a4db487a 100644
--- a/gptcache_server/dockerfiles/Dockerfile.nx
+++ b/gptcache_server/dockerfiles/Dockerfile.nx
@@ -1,18 +1,47 @@
-FROM python:3.9.18-slim-bullseye
+# Preparing gptcache Build
+FROM python:3.9-slim as builder
 
-WORKDIR /app
+RUN pip install --upgrade pip >/dev/null 2>&1
 
-COPY requirements.txt requirements.txt
+WORKDIR /app
 
-RUN pip install -r requirements.txt
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
 
-RUN pip install --upgrade pip
+RUN python -m venv /opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
 
+RUN pip install poetry
 COPY . .
+RUN poetry install
+RUN poetry build
+
+# Copying Build
+FROM python:3.9-slim as builder1
+
+RUN pip install --upgrade pip >/dev/null 2>&1
+
+WORKDIR /app
+
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+RUN python -m venv /opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
+
+COPY --from=builder /app/dist /opt/dist
+
+RUN pip install /opt/dist/gptcache-0.1.42-py3-none-any.whl
+
+# Installing Build
+FROM python:3.9-slim
+
+COPY --from=builder1 /opt/venv /opt/venv
+
+WORKDIR /app
 
-RUN python setup.py install
+ENV PATH="/opt/venv/bin:$PATH"
 
 EXPOSE 8000
 
-ENTRYPOINT ["gptcache_server", "-s", "0.0.0.0", "-p", "8000"]
-# CMD ["python", "gptcache_server/server.py"]
+ENTRYPOINT ["gptcache_server", "-s", "0.0.0.0", "-p", "8000"]
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..970b97f6
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2909 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "alabaster"
+version = "0.7.13"
+description = "A configurable sidebar-enabled Sphinx theme"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+]
+
+[[package]]
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+version = "0.5.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "annotated_types-0.5.0.tar.gz", hash = "sha256:47cdc3490d9ac1506ce92c7aaa76c579dc3509ff11e098fc867e5130ab7be802"},
+]
+
+[[package]]
+name = "babel"
+version = "2.12.1"
+description = "Internationalization utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[[package]]
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+version = "0.7.11"
+description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
+optional = false
+python-versions = "*"
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+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..d5e5159a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,47 @@
+[tool.poetry]
+name = "gptcache"
+version = "0.1.42"
+description = "GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat applications that rely on the LLM service. GPTCache works as a memcache for AIGC applications, similar to how Redis works for traditional applications."
+authors = ["dreamcode1994 <118388087+dreamcode1994@users.noreply.github.com>"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.9,<3.13"
+numpy = "^1.26.0"
+cachetools = "^5.3.1"
+requests = "^2.31.0"
+
+
+[tool.poetry.group.dev.dependencies]
+loguru = "^0.7.2"
+pytest-cov = "^4.1.0"
+pytest = "^7.4.2"
+coverage = "^7.3.1"
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+pytest-loguru = "^0.2.0"
+pytest-rerunfailures = "^12.0"
+pytest-html = "^4.0.2"
+pytest-sugar = "^0.9.7"
+pytest-parallel = "^0.1.1"
+psycopg2-binary = "^2.9.8"
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+torch = "^2.0.1"
+mock = "^5.1.0"
+pexpect = "^4.8.0"
+spacy = "^3.6.1"
+safetensors = "^0.3.3"
+typing-extensions = "^4.8.0"
+stability-sdk = "^0.8.4"
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+wheel = "^0.41.2"
+sphinx = "^7.2.6"
+sphinx-autobuild = "^2021.3.14"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
index a65fca25..f16e4145 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,11 +1,3 @@
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-cachetools~=5.3.1
-requests~=2.31.0
-Pillow~=10.0.1
-setuptools~=49.2.1
-pydantic~=2.4.1
-uvicorn~=0.23.2
-fastapi~=0.103.1
-openai~=0.28.1
-langchain~=0.0.304
-SQLAlchemy~=2.0.21
\ No newline at end of file
+numpy
+cachetools
+requests
\ No newline at end of file