diff --git a/Dockerfile b/Dockerfile
index f0eb592c..63bbc6b0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,37 +11,30 @@ ENV DOCKER_ENABLE_SECURITY=false \
 #    PUID=1000 \
 #    PGID=1000 \
 #    UMASK=022 \
-    
+
+# Copy necessary files
+COPY scripts /scripts
+COPY pipeline /pipeline
+COPY src/main/resources/static/fonts/*.ttf /usr/share/fonts/opentype/noto
+COPY src/main/resources/static/fonts/*.otf /usr/share/fonts/opentype/noto
+COPY build/libs/*.jar app.jar
 
 # Create user and group
 ##RUN groupadd -g $PGID stirlingpdfgroup && \
 ##    useradd -u $PUID -g stirlingpdfgroup -s /bin/sh stirlingpdfuser && \
-##    mkdir -p $HOME && chown stirlingpdfuser:stirlingpdfgroup $HOME
-
+##    mkdir -p $HOME && chown stirlingpdfuser:stirlingpdfgroup $HOME && \
 # Set up necessary directories and permissions
-RUN mkdir -p /scripts /usr/share/fonts/opentype/noto /usr/share/tesseract-ocr /configs /logs /customFiles /pipeline /pipeline/defaultWebUIConfigs  /pipeline/watchedFolders /pipeline/finishedFolders
+RUN mkdir /configs /logs /customFiles /pipeline/watchedFolders /pipeline/finishedFolders && \
 ##&& \
 ##    chown -R stirlingpdfuser:stirlingpdfgroup /scripts /usr/share/fonts/opentype/noto /usr/share/tesseract-ocr /configs /customFiles && \
-##    chown -R stirlingpdfuser:stirlingpdfgroup /usr/share/tesseract-ocr-original
-
-# Copy necessary files
-COPY ./scripts/* /scripts/
-COPY ./pipeline/ /pipeline/
-COPY src/main/resources/static/fonts/*.ttf /usr/share/fonts/opentype/noto/
-COPY src/main/resources/static/fonts/*.otf /usr/share/fonts/opentype/noto/
-COPY build/libs/*.jar app.jar
-
+##    chown -R stirlingpdfuser:stirlingpdfgroup /usr/share/tesseract-ocr-original && \
 # Set font cache and permissions
-RUN fc-cache -f -v && chmod +x /scripts/*
-
-##&& \
+    fc-cache -f -v && \
+    chmod +x /scripts/*
 ##    chown stirlingpdfuser:stirlingpdfgroup /app.jar && \
 ##    chmod +x /scripts/init.sh
 
-# Expose necessary ports
-EXPOSE 8080
-
 # Set user and run command
 ##USER stirlingpdfuser
-ENTRYPOINT ["/scripts/init.sh"]
+ENTRYPOINT ["tini", "--", "/scripts/init.sh"]
 CMD ["java", "-Dfile.encoding=UTF-8", "-jar", "/app.jar"]
diff --git a/Dockerfile-lite b/Dockerfile-lite
index 054c7639..979d97de 100644
--- a/Dockerfile-lite
+++ b/Dockerfile-lite
@@ -1,65 +1,60 @@
-# Build jbig2enc in a separate stage
-FROM bellsoft/liberica-openjdk-debian:17
+# use alpine
+FROM alpine:3.19.0
 
 ARG VERSION_TAG
 
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends \
-        libreoffice-core \
-        libreoffice-common \
-        libreoffice-writer \
-        libreoffice-calc \
-        libreoffice-impress \
-        unoconv && \
-    rm -rf /var/lib/apt/lists/*
-
-
 # Set Environment Variables
 ENV DOCKER_ENABLE_SECURITY=false \
     HOME=/home/stirlingpdfuser \
     VERSION_TAG=$VERSION_TAG \
     JAVA_TOOL_OPTIONS="$JAVA_TOOL_OPTIONS -XX:MaxRAMPercentage=75"
-#	PUID=1000 \
+#   PUID=1000 \
 #   PGID=1000 \
 #   UMASK=022 \
 
+# Copy necessary files
+COPY scripts/download-security-jar.sh /scripts/download-security-jar.sh
+COPY scripts/init-without-ocr.sh /scripts/init-without-ocr.sh
+COPY pipeline /pipeline
+COPY src/main/resources/static/fonts/*.ttf /usr/share/fonts/opentype/noto
+COPY src/main/resources/static/fonts/*.otf /usr/share/fonts/opentype/noto
+COPY build/libs/*.jar app.jar
+
+RUN apk add --no-cache \
+        ca-certificates \
+        tzdata \
+        tini \
+        bash \
+        curl \
+        openjdk17-jre && \
+# Doc conversion
+    apk add --no-cache libreoffice --repository http://dl-cdn.alpinelinux.org/alpine/edge/community && \
+# python and pip
+    apk add --no-cache \
+        python3 && \
+        wget https://bootstrap.pypa.io/get-pip.py -qO - | python3 - --break-system-packages --no-cache-dir --upgrade && \
+# uno unoconv and HTML
+    pip install --break-system-packages --no-cache-dir --upgrade unoconv WeasyPrint && \
 # Create user and group
 #RUN groupadd -g $PGID stirlingpdfgroup && \
 #    useradd -u $PUID -g stirlingpdfgroup -s /bin/sh stirlingpdfuser && \
 #    mkdir -p $HOME && chown stirlingpdfuser:stirlingpdfgroup $HOME
-
 # Set up necessary directories and permissions
-RUN mkdir -p /scripts /usr/share/fonts/opentype/noto /configs /customFiles /logs /pipeline /pipeline/defaultWebUIConfigs  /pipeline/watchedFolders /pipeline/finishedFolders
-
+    mkdir /configs /logs /customFiles /pipeline/watchedFolders /pipeline/finishedFolders && \
 #    chown -R stirlingpdfuser:stirlingpdfgroup /usr/share/fonts/opentype/noto /configs /customFiles
-
-# Copy necessary files
-COPY ./scripts/download-security-jar.sh /scripts/download-security-jar.sh
-COPY ./scripts/init-without-ocr.sh /scripts/init-without-ocr.sh
-COPY ./pipeline/ /pipeline/
-COPY src/main/resources/static/fonts/*.ttf /usr/share/fonts/opentype/noto/
-COPY src/main/resources/static/fonts/*.otf /usr/share/fonts/opentype/noto/
-COPY build/libs/*.jar app.jar
-
 # Set font cache and permissions
-RUN fc-cache -f -v && \
-chmod +x /scripts/init-without-ocr.sh && \
-chmod +x /scripts/download-security-jar.sh
-
-
+    fc-cache -f -v && \
+    chmod +x /scripts/*.sh && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/main" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/community" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/testing" | tee -a /etc/apk/repositories
 #    chown stirlingpdfuser:stirlingpdfgroup /app.jar
 
-
-
-
-# Expose the application port
-EXPOSE 8080
-
 # Set environment variables
-ENV ENDPOINTS_GROUPS_TO_REMOVE=Python,OpenCV,OCRmyPDF
+ENV ENDPOINTS_GROUPS_TO_REMOVE=OpenCV,OCRmyPDF
 ENV DOCKER_ENABLE_SECURITY=false
 
 # Run the application
 #USER stirlingpdfuser
-ENTRYPOINT ["/scripts/init-without-ocr.sh"]
+ENTRYPOINT ["tini", "--", "/scripts/init-without-ocr.sh"]
 CMD ["java", "-Dfile.encoding=UTF-8", "-jar", "/app.jar"]
diff --git a/Dockerfile-ultra-lite b/Dockerfile-ultra-lite
index d77c1b94..e01debb0 100644
--- a/Dockerfile-ultra-lite
+++ b/Dockerfile-ultra-lite
@@ -1,5 +1,5 @@
-# Build jbig2enc in a separate stage
-FROM bellsoft/liberica-openjdk-alpine:17
+# use alpine
+FROM alpine:3.19.0
 
 ARG VERSION_TAG
 
@@ -8,39 +8,42 @@ ENV DOCKER_ENABLE_SECURITY=false \
     HOME=/home/stirlingpdfuser \
     VERSION_TAG=$VERSION_TAG \
     JAVA_TOOL_OPTIONS="$JAVA_TOOL_OPTIONS -XX:MaxRAMPercentage=75"
-#	PUID=1000 \
+#   PUID=1000 \
 #   PGID=1000 \
 #   UMASK=022 \
 
+# Copy necessary files
+COPY scripts/download-security-jar.sh /scripts/download-security-jar.sh
+COPY scripts/init-without-ocr.sh /scripts/init-without-ocr.sh
+COPY pipeline /pipeline
+COPY build/libs/*.jar app.jar
+
 # Create user and group using Alpine's addgroup and adduser
 #RUN addgroup -g $PGID stirlingpdfgroup && \
 #    adduser -u $PUID -G stirlingpdfgroup -s /bin/sh -D stirlingpdfuser && \
 #    mkdir -p $HOME && chown stirlingpdfuser:stirlingpdfgroup $HOME
-
 # Set up necessary directories and permissions
 #RUN mkdir -p /scripts /configs /customFiles && \
-#    chown -R stirlingpdfuser:stirlingpdfgroup /scripts /configs /customFiles /logs /pipeline /pipeline/defaultWebUIConfigs  /pipeline/watchedFolders /pipeline/finishedFolders
- 
-RUN mkdir -p /scripts /usr/share/fonts/opentype/noto /configs /customFiles
-COPY ./scripts/download-security-jar.sh /scripts/download-security-jar.sh
-COPY ./scripts/init-without-ocr.sh /scripts/init-without-ocr.sh
-COPY ./pipeline/ /pipeline/
-COPY build/libs/*.jar app.jar
-
+#    chown -R stirlingpdfuser:stirlingpdfgroup /scripts /configs /customFiles /logs /pipeline /pipeline/defaultWebUIConfigs /pipeline/watchedFolders /pipeline/finishedFolders
+RUN mkdir /configs /logs /customFiles && \
 # Set font cache and permissions
 #RUN chown stirlingpdfuser:stirlingpdfgroup /app.jar
-
-RUN chmod +x /scripts/init-without-ocr.sh && \
-chmod +x /scripts/download-security-jar.sh && \
-apk add --no-cache curl
-
-# Expose the application port
-EXPOSE 8080
+    chmod +x /scripts/*.sh && \
+    apk add --no-cache \
+        ca-certificates \
+        tzdata \
+        tini \
+        bash \
+        curl \
+        openjdk17-jre && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/main" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/community" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/testing" | tee -a /etc/apk/repositories
 
 # Set environment variables
 ENV ENDPOINTS_GROUPS_TO_REMOVE=CLI
 
-ENTRYPOINT ["/scripts/init-without-ocr.sh"]
+ENTRYPOINT ["tini", "--", "/scripts/init-without-ocr.sh"]
 
 # Run the application
 CMD ["java", "-Dfile.encoding=UTF-8", "-jar", "/app.jar"]
diff --git a/DockerfileBase b/DockerfileBase
index b37050c7..44e1a582 100644
--- a/DockerfileBase
+++ b/DockerfileBase
@@ -1,43 +1,28 @@
 # Main stage
-FROM ubuntu:latest AS base
-
-
+FROM alpine:3.19.0
 
 # JDK for app
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends \
-    	openjdk-17-jre && \
-    rm -rf /var/lib/apt/lists/*
-    	
+RUN echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/main" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/community" | tee -a /etc/apk/repositories && \
+    echo "@testing https://dl-cdn.alpinelinux.org/alpine/edge/testing" | tee -a /etc/apk/repositories && \
+    apk add --no-cache \
+        ca-certificates \
+        tzdata \
+        tini \
+        bash \
+        curl \
+        openjdk17-jre \
 # Doc conversion
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends \
-    	libreoffice-core \
-        libreoffice-common \
-        libreoffice-writer \
-        libreoffice-calc \
-        libreoffice-impress \
-		python3-uno \
-		curl \
-		unoconv && \
-    rm -rf /var/lib/apt/lists/*
-		
-		
+        libreoffice@testing \
 # OCR MY PDF (unpaper for descew and other advanced featues)
-RUN apt-get update && apt-get install -y --no-install-recommends software-properties-common gnupg2 && \
-add-apt-repository ppa:alex-p/tesseract-ocr5 && apt install -y --no-install-recommends tesseract-ocr && \
-apt-get update && \
-    apt-get install -y --no-install-recommends \
-        ghostscript \
-        python3-pip \
         ocrmypdf \
-        unpaper && \
-    rm -rf /var/lib/apt/lists/* && \
-    mv /usr/share/tesseract-ocr /usr/share/tesseract-ocr-original && \
-    pip install --no-cache-dir --upgrade pip && \
-    pip install --no-cache-dir --upgrade ocrmypdf && \
-    pip install --no-cache-dir --upgrade pillow==10.0.1 reportlab==3.6.13 wheel==0.38.1 setuptools==65.5.1 pyjwt==2.4.0 cryptography==39.0.1
-    
-    
-#CV and HTML   
-RUN pip install --no-cache-dir opencv-python-headless WeasyPrint 
+        tesseract-ocr-data-eng \
+# CV
+        py3-opencv \
+# python3/pip
+        python3 && \
+    wget https://bootstrap.pypa.io/get-pip.py -qO - | python3 - --break-system-packages --no-cache-dir --upgrade && \
+# uno unoconv and HTML
+    pip install --break-system-packages --no-cache-dir --upgrade unoconv WeasyPrint && \
+    mv /usr/share/tessdata /usr/share/tessdata-original
+
diff --git a/HowToUseOCR.md b/HowToUseOCR.md
index d83d0fd2..8fdf8fe4 100644
--- a/HowToUseOCR.md
+++ b/HowToUseOCR.md
@@ -21,7 +21,7 @@ Depending on your requirements, you can choose the appropriate language pack for
 ### Installing Language Packs
 
 1. Download the desired language pack(s) by selecting the `.traineddata` file(s) for the language(s) you need.
-2. Place the `.traineddata` files in the Tesseract tessdata directory: `/usr/share/tesseract-ocr/5/tessdata` (Debian) or `/usr/share/tesseract/tessdata` (Fedora)
+2. Place the `.traineddata` files in the Tesseract tessdata directory: `/usr/share/tessdata`
 
 # DO NOT REMOVE EXISTING ENG.TRAINEDDATA, IT'S REQUIRED.
 
@@ -37,14 +37,14 @@ services:
   your_service_name:
     image: your_docker_image_name
     volumes:
-      - /location/of/trainingData:/usr/share/tesseract-ocr/5/tessdata
+      - /location/of/trainingData:/usr/share/tessdata
 ```
 
 
 #### Docker run
 Add the following to your existing docker run command
 ```bash
--v /location/of/trainingData:/usr/share/tesseract-ocr/5/tessdata
+-v /location/of/trainingData:/usr/share/tessdata
 ```
 
 #### Non-Docker
diff --git a/LocalRunGuide.md b/LocalRunGuide.md
index 824c1ae7..75a53b80 100644
--- a/LocalRunGuide.md
+++ b/LocalRunGuide.md
@@ -139,7 +139,7 @@ Easiest is to use the langpacks provided by your repositories. Skip the other st
 Manual:
 
 1. Download the desired language pack(s) by selecting the `.traineddata` file(s) for the language(s) you need.
-2. Place the `.traineddata` files in the Tesseract tessdata directory: `/usr/share/tesseract-ocr/5/tessdata`
+2. Place the `.traineddata` files in the Tesseract tessdata directory: `/usr/share/tessdata`
 3. 
 Please view  [OCRmyPDF install guide](https://ocrmypdf.readthedocs.io/en/latest/installation.html) for more info.
 **IMPORTANT:** DO NOT REMOVE EXISTING `eng.traineddata`, IT'S REQUIRED.
diff --git a/README.md b/README.md
index e8814b80..5876a7e2 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ Docker Run
 ```bash
 docker run -d \
   -p 8080:8080 \
-  -v /location/of/trainingData:/usr/share/tesseract-ocr/5/tessdata \
+  -v /location/of/trainingData:/usr/share/tessdata \
   -v /location/of/extraConfigs:/configs \
   -v /location/of/logs:/logs \
   -e DOCKER_ENABLE_SECURITY=false \
@@ -131,7 +131,7 @@ services:
     ports:
       - '8080:8080'
     volumes:
-      - /location/of/trainingData:/usr/share/tesseract-ocr/5/tessdata #Required for extra OCR languages
+      - /location/of/trainingData:/usr/share/tessdata #Required for extra OCR languages
       - /location/of/extraConfigs:/configs
 #      - /location/of/customFiles:/customFiles/
 #      - /location/of/logs:/logs/
diff --git a/scripts/init.sh b/scripts/init.sh
index 8f1f96db..ea8fd359 100644
--- a/scripts/init.sh
+++ b/scripts/init.sh
@@ -2,11 +2,15 @@
 
 # Copy the original tesseract-ocr files to the volume directory without overwriting existing files
 echo "Copying original files without overwriting existing files"
-mkdir -p /usr/share/tesseract-ocr
-cp -rn /usr/share/tesseract-ocr-original/* /usr/share/tesseract-ocr 
+mkdir -p /usr/share/tessdata
+cp -rn /usr/share/tessdata-original/* /usr/share/tessdata
 
-if [ -d /usr/share/tesseract-ocr/4.00/tessdata ]; then 
-	cp -r /usr/share/tesseract-ocr/4.00/tessdata/* /usr/share/tesseract-ocr/5/tessdata/ || true; 
+if [ -d /usr/share/tesseract-ocr/4.00/tessdata ]; then
+        cp -r /usr/share/tesseract-ocr/4.00/tessdata/* /usr/share/tessdata || true;
+fi
+
+if [ -d /usr/share/tesseract-ocr/5/tessdata ]; then
+        cp -r /usr/share/tesseract-ocr/5/tessdata/* /usr/share/tessdata || true;
 fi
 
 # Check if TESSERACT_LANGS environment variable is set and is not empty
@@ -23,4 +27,4 @@ fi
 /scripts/download-security-jar.sh
 
 # Run the main command
-exec "$@"
\ No newline at end of file
+exec "$@"