diff --git a/Dockerfile b/Dockerfile
index cf09b92979..a4a8b7cfa7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,7 @@ FROM ubuntu:15.04
 MAINTAINER Roberto Rosario "roberto.rosario@mayan-edms.com"
 
 # Install base Ubuntu libraries
-RUN apt-get update && apt-get install -y netcat-openbsd python-dev python-pip gpgv nginx libpq-dev git-core libjpeg-dev libmagic1 libpng-dev libreoffice libtiff-dev gcc ghostscript gpgv tesseract-ocr unpaper poppler-utils && rm -rf /var/lib/apt/lists/*
+RUN apt-get update && apt-get install -y netcat-openbsd python-dev python-pip gpgv nginx libpq-dev git-core libjpeg-dev libmagic1 libpng-dev libreoffice libtiff-dev gcc ghostscript gpgv tesseract-ocr unpaper poppler-utils && apt-get clean && rm -rf /var/lib/apt/lists/* && rm -f /var/cache/apt/archives/*.deb
 
 ENV MAYAN_INSTALL_DIR=/usr/local/lib/python2.7/dist-packages/mayan