diff --git a/Dockerfile b/Dockerfile
index b4f80d2..2806a76 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
-FROM library/python:3.7-slim-buster
+FROM apache/airflow:2.10.3-python3.12
 
-ARG AIRFLOW_VERSION="2.0.0"
+ARG AIRFLOW_VERSION="2.10.3"
 ARG AIRFLOW_EXTRAS="celery,microsoft.mssql,jdbc,ssh,async,docker,oracle,ldap,sftp,postgres,redis"
 ARG AIRFLOW_HOME_DIR=/opt/airflow
 ARG AIRFLOW_USER_HOME_DIR=/home/airflow
@@ -13,49 +13,4 @@ ENV AIRFLOW_HOME=${AIRFLOW_HOME_DIR}
 
 ENV AIRFLOW__CORE__LOAD_EXAMPLES="false"
 
-# COPY custom_sources.list /etc/apt/sources.list
-# COPY custom_pip_conf.conf /etc/pip.conf
-
-RUN apt-get update \
-    && mkdir -pv /usr/share/man/man1 \
-    && mkdir -pv /usr/share/man/man7 \
-    && apt-get install -yqq \
-        python3-pip \
-        default-jre-headless \
-        gcc \
-        ca-certificates \
-        build-essential \
-        ldap-utils \
-        libsasl2-dev \
-        python-dev \
-        libldap2-dev \
-        libssl-dev \
-        openssh-server \
-    && apt-get autoremove -yqq --purge \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
-
-RUN pip install apache-airflow[${AIRFLOW_EXTRAS}]==${AIRFLOW_VERSION}
-RUN pip install pyldap bs4 exchangelib XlsxWriter openpyxl wmi smbprotocol
-
-# User Setup
-RUN addgrouop --gid "50000" "airflow" && \
-    adduser --quiet "airflow" --uid "50000" \
-        --gid "50000" \
-        --home "${AIRFLOW_USER_HOME_DIR}"
-
-RUN mkdir -pv "${AIRFLOW_HOME_DIR}"; \
-    mkdir -pv "${AIRFLOW_HOME_DIR}/dags"; \
-    mkdir -pv "${AIRFLOW_HOME_DIR}/logs"; \
-    chown -R "airflow:root" "${AIRFLOW_USER_HOME_DIR}" "${AIRFLOW_HOME}";
-
-RUN chmod g=u /etc/passwd
-
-ENV PATH="${AIRFLOW_USER_HOME_DIR}/.local/bin:${PATH}:/root/.local/bin"
-RUN mkdir -p /root/.local/bin
-
-WORKDIR ${AIRFLOW_HOME}
-
-USER airflow
-
-CMD airflow db init && airflow webserver
\ No newline at end of file
+RUN pip install apache-airflow-providers-amazon