diff --git a/.gitea/workflows/container.yaml b/.gitea/workflows/container.yaml
deleted file mode 100644
index e48b3fd..0000000
--- a/.gitea/workflows/container.yaml
+++ /dev/null
@@ -1,12 +0,0 @@
-name: Build Multiarch Container Image
-on: [push]
-jobs:
-  call-reusable-workflow:
-    uses: container/multiarch-build-workflow/.gitea/workflows/build.yaml@main
-    with:
-      repository: ${{ gitea.repository }}
-      ref_name: ${{ gitea.ref_name }}
-      sha: ${{ gitea.sha }}
-      registry_url: ${{ secrets.REGISTRY_URL }}
-      registry_user: ${{ secrets.REGISTRY_USER }}
-      registry_pw: ${{ secrets.REGISTRY_PW }}
diff --git a/.woodpecker.yml b/.woodpecker.yml
new file mode 100644
index 0000000..aa99300
--- /dev/null
+++ b/.woodpecker.yml
@@ -0,0 +1,12 @@
+pipeline:
+  publish-docker-image:
+    image: plugins/kaniko
+    settings:
+      repo: docker.io/thallian/paperless-ngx
+      tags: latest,${CI_COMMIT_SHA:0:8},${CI_COMMIT_TAG=pre}
+      dockerfile: Dockerfile
+      username:
+        from_secret: DOCKER_USER
+      password:
+        from_secret: DOCKER_PW
+
diff --git a/Containerfile b/Dockerfile
similarity index 62%
rename from Containerfile
rename to Dockerfile
index 70e8b07..83dafc0 100644
--- a/Containerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.io/alpine:3.19 AS builder
+FROM docker.io/alpine:3.18 AS builder
 
 RUN apk add --no-cache \
   python3-dev \
@@ -7,16 +7,11 @@ RUN apk add --no-cache \
   musl-dev \
   libpq-dev \
   freetype-dev \
-  qpdf-dev \
-  gfortran \
-  cmake \
-  openblas-dev \
-  libffi-dev \
-  linux-headers
+  qpdf-dev
 
-ENV VERSION=v2.6.3
+ENV VERSION=v1.17.2
 ENV ARCHIVE=paperless-ngx-$VERSION.tar.xz
-ENV SHA256_SUM=0c74c7d6ba35b576c47481021322d7f5e8847f89c489eed47f5399588aad6d19
+ENV SHA256_SUM=a4b47e4fc6ff2321a2f616fcfeec2740f1866c555fa5bc9d47da85e31e8c05dd
 RUN wget https://github.com/paperless-ngx/paperless-ngx/releases/download/$VERSION/$ARCHIVE
 RUN echo "$SHA256_SUM  $ARCHIVE" | sha256sum -c - || exit 1
 RUN mkdir -p /install
@@ -24,15 +19,13 @@ RUN tar xf $ARCHIVE -C /install --strip 1
 
 WORKDIR /install
 RUN sed '/mysqlclient/d' -i requirements.txt 
-# RUN sed 's/scipy==1.8.1/scipy==1.11.2/g' -i requirements.txt
+RUN sed 's/scipy==1.8.1/scipy==1.11.2/g' -i requirements.txt
 RUN sed 's/\(\["file_paperless\|\["file_mail\|\["file_celery\)/\["console/g' -i src/paperless/settings.py 
-RUN sed '/os\.makedirs(LOGGING_DIR, exist_ok=True)/d' -i src/paperless/settings.py 
-
 RUN python3 -m venv env
 RUN env/bin/pip3 install -r requirements.txt
 
 
-FROM docker.io/thallian/alpine-s6:3.19-3.1.6.2
+FROM docker.io/thallian/alpine-s6:3.18-3.1.5.0
 
 RUN addgroup -g 2222 paperless
 RUN adduser -h /var/lib/paperless -u 2222 -D -G paperless paperless
@@ -48,23 +41,14 @@ RUN apk add --no-cache \
   gpg \
   tesseract-ocr \
   tesseract-ocr-data-deu \
-  tesseract-ocr-data-eng \
-  tesseract-ocr-data-osd \
-  unpaper \
-  font-liberation \
-  poppler-utils
+  tesseract-ocr-data-eng
 
 COPY --from=builder /install /var/lib/paperless
 
 ADD /rootfs /
 
-RUN mkdir /var/lib/paperless/consume
-RUN mkdir /var/lib/paperless/data
-RUN mkdir /var/lib/paperless/media
-
 RUN chown -R paperless:paperless /var/lib/paperless
 ENV HOME /var/lib/paperless
-ENV S6_CMD_WAIT_FOR_SERVICES_MAXTIME=20000
 
 VOLUME ["/var/lib/paperless/media", "/var/lib/paperless/consume", "/var/lib/paperless/data"]
 EXPOSE 8000
diff --git a/README.md b/README.md
index c4eefc2..d75ac39 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,10 @@
 [paperless-ngx](https://github.com/paperless-ngx/paperless-ngx) document
 management system.
 
-# Initialization
-
-Inside the container run
-`/var/lib/paperless/env/bin/python3 /var/lib/paperless/src/manage.py createsuperuser`
-and fill in the values.
-
 # Volumes
 
-- `/var/lib/paperless/consume/`
-- `/var/lib/paperless/data/`
 - `/var/lib/paperless/media/`
+- `/var/lib/paperless/consume/`
 
 # Environment Variables