diff --git a/.forgejo/workflows/build-images.yml b/.forgejo/workflows/build-images.yml
index c07fe85..7911dc5 100644
--- a/.forgejo/workflows/build-images.yml
+++ b/.forgejo/workflows/build-images.yml
@@ -6,6 +6,8 @@ on:
   schedule:
     - cron: '30 5 */10 * *'
 
+env:
+  IMAGES: system-toolbox cloud-toolbox tor zabbix-agent snowflake jupyter
 jobs:
   build-images-arm64:
     runs-on: [ arm64 ]
@@ -19,8 +21,7 @@ jobs:
         run: podman login -u "${{ secrets.PACKAGES_USERNAME }}" -p "${{ secrets.PACKAGES_PASSWD }}" forgejo.maciej.cloud
       - name: Build selected images
         run: | 
-          IMAGES=(system-toolbox cloud-toolbox tor zabbix-agent snowflake);
-          for image in "${IMAGES[@]}";
+          for image in ${IMAGES};
           do
             echo "building image $image";
             podman build ./$image --tag forgejo.maciej.cloud/pkg/$image:arm64;
@@ -39,8 +40,7 @@ jobs:
         run: podman login -u "${{ secrets.PACKAGES_USERNAME }}" -p "${{ secrets.PACKAGES_PASSWD }}" forgejo.maciej.cloud
       - name: Build selected images
         run: | 
-          IMAGES=(system-toolbox cloud-toolbox tor zabbix-agent snowflake);
-          for image in "${IMAGES[@]}";
+          for image in ${IMAGES};
           do
             echo "building image $image";
             podman build ./$image --tag forgejo.maciej.cloud/pkg/$image:amd64;
@@ -57,8 +57,7 @@ jobs:
         run: podman login -u "${{ secrets.PACKAGES_USERNAME }}" -p "${{ secrets.PACKAGES_PASSWD }}" forgejo.maciej.cloud
       - name: Create manifests and push
         run: | 
-          IMAGES=(system-toolbox cloud-toolbox tor zabbix-agent snowflake);
-          for image in "${IMAGES[@]}";
+          for image in ${IMAGES};
           do
             echo "Updating manifest for $image";
             podman manifest create forgejo.maciej.cloud/pkg/$image:latest forgejo.maciej.cloud/pkg/$image:amd64 forgejo.maciej.cloud/pkg/$image:arm64;
diff --git a/README.md b/README.md
index 2f5a3e7..3e9139f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,26 @@
 # Containers-Workspace
 Various useful and useless Dockerfiles, often experimental and work in progress
 
+## jupyter
+
+This is a custom image with jupyterlab and notebook installed.
+
+Jupyter is running under root, for better possibilities of integration with
+hardware (gpu, etc..) and for easier additional resources management
+(dnf5 install, etc...)
+
+There is also lsp environment prepared, with various lsp servers.
+
+```bash
+podman run --rm -it \
+    -e JUPYTER_TOKEN=my-secret-token \
+    -v /some/path/conf:/root/.jupyter:z,rw \
+    -v /some/path/data:/jupyter/data:z,rw \
+    --name jupyter \
+        jupyter:latest
+```
+
+
 ## system-toolbox
 
 Fedora based container wih preinstalled many usefull tools for various debug and problem searching purposes
diff --git a/jupyter/Containerfile b/jupyter/Containerfile
new file mode 100644
index 0000000..fdf7c03
--- /dev/null
+++ b/jupyter/Containerfile
@@ -0,0 +1,49 @@
+FROM registry.fedoraproject.org/fedora-minimal:39
+
+ENV VIRTUAL_ENV=/venv
+ENV PATH=/venv/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
+
+ENV PKGS_DNF="python nodejs latex xelatex"
+ENV PKGS_DNF_BUILD="cargo python3-devel"
+
+ENV PKGS_PIP="jupyter \
+    bash_kernel \
+    mariadb_kernel \
+    jedi-language-server \
+    jupyterlab-lsp \
+    python-lsp-server[all] \
+    JLDracula \
+    "
+ENV PKGS_NPM="bash-language-server \
+    dockerfile-language-server-nodejs \
+    pyright \
+    sql-language-server \
+    typescript-language-server \
+    unified-language-server \
+    vscode-css-languageserver-bin \
+    vscode-html-languageserver-bin \
+    vscode-json-languageserver-bin \
+    yaml-language-server"
+
+RUN dnf5 install -y ${PKGS_DNF} ${PKGS_DNF_BUILD} && \
+    mkdir /jupyter && \
+    cd /jupyter && \
+    npm install ${PKGS_NPM} && \
+    python3 -m venv /venv && \
+    pip install -U pip && \
+    pip install ${PKGS_PIP} && \
+    python -m bash_kernel.install && \
+    python -m mariadb_kernel.install && \
+    cargo install --git https://github.com/latex-lsp/texlab --locked && \
+    mv /root/.cargo/bin/texlab /usr/bin/ && \
+    rpm -e --nodeps systemd && \
+    rm -rf /root/.cache/* /root/.cargo && \
+    dnf5 remove -y ${PKGS_DNF_BUILD} && \
+    dnf5 autoremove -y && \
+    dnf5 clean all
+
+WORKDIR /jupyter
+
+ENTRYPOINT [ "jupyter" ]
+
+CMD [ "notebook", "--allow-root", "--no-browser", "--autoreload", "--ip", "0.0.0.0" ]