diff --git a/.idea/marketTrade.iml b/.idea/marketTrade.iml
index 0a14ceb..24b4394 100644
--- a/.idea/marketTrade.iml
+++ b/.idea/marketTrade.iml
@@ -2,7 +2,7 @@
 <module type="PYTHON_MODULE" version="4">
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$" />
-    <orderEntry type="jdk" jdkName="Poetry (marketTrade) (2)" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="Poetry (marketTrade)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
index 829a1af..1519a2b 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -1,6 +1,9 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
-  <component name="ProjectRootManager" version="2" project-jdk-name="Poetry (marketTrade) (2)" project-jdk-type="Python SDK" />
+  <component name="Black">
+    <option name="sdkName" value="Poetry (marketTrade)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Poetry (marketTrade)" project-jdk-type="Python SDK" />
   <component name="PyCharmProfessionalAdvertiser">
     <option name="shown" value="true" />
   </component>
diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index e3e614d..0000000
--- a/Dockerfile
+++ /dev/null
@@ -1,14 +0,0 @@
-# syntax=docker/dockerfile:1
-FROM python:3.10-alpine
-
-# installing necessary software -- openssh for support of private repositories, connected through ssh,
-# git for git based VCS for such software, gcc g++ and musl-dev for building necessary dependencies, which are not
-# available as binaries
-RUN apk add --update-cache openssh-client git gcc g++ musl-dev libpq
-
-# getting github ssh keys, to be ready to download private repos from there
-RUN mkdir --parents --mode 0700 ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
-
-# copying and installing requirements
-COPY requirements.txt .
-RUN --mount=type=ssh pip install -r requirements.txt
\ No newline at end of file
diff --git a/dockerfiles/Dockerfile b/dockerfiles/Dockerfile
new file mode 100644
index 0000000..c804122
--- /dev/null
+++ b/dockerfiles/Dockerfile
@@ -0,0 +1,28 @@
+FROM python:3.11-buster as builder
+
+RUN curl -sSL https://install.python-poetry.org | POETRY_VERSION=1.7.1 python3 -
+
+
+ENV POETRY_NO_INTERACTION=1 \
+    POETRY_VIRTUALENVS_IN_PROJECT=1 \
+    POETRY_VIRTUALENVS_CREATE=1 \
+    POETRY_CACHE_DIR=/tmp/poetry_cache
+
+WORKDIR /app
+
+COPY pyproject.toml poetry.lock ./
+RUN touch README.md
+
+RUN mkdir --parents --mode 0700 ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
+RUN --mount=type=ssh  --mount=type=cache,target=$POETRY_CACHE_DIR $HOME/.local/bin/poetry install --without dev --no-root
+
+FROM python:3.11-slim-buster as runtime
+
+ENV VIRTUAL_ENV=/app/.venv \
+    PATH="/app/.venv/bin:$PATH"
+
+COPY --from=builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
+
+COPY market_trade ./market_trade
+
+ENTRYPOINT ["python", "-m", "annapurna.main"]