diff --git a/.github/workflows/build_docker.yml b/.github/workflows/build_docker.yml
new file mode 100644
index 0000000..81bbca6
--- /dev/null
+++ b/.github/workflows/build_docker.yml
@@ -0,0 +1,45 @@
+name: Build Docker Image
+
+on:
+  push:
+    branches:
+      - master
+    paths-ignore:
+      - 'README.md'
+  workflow_dispatch:
+
+env:
+  GHCR_REPO: ghcr.io/stdioa/beancount-bot
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v1
+        with:
+          registry: ghcr.io
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.GHCR_PAT }}
+
+      - name: Build and push to GHCR
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          platforms: linux/amd64,linux/arm64,linux/arm/v7,linux/s390x
+          file: Dockerfile
+          push: true
+          tags: |
+            ${{ env.GHCR_REPO }}:latest
+            ${{ env.GHCR_REPO }}:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
diff --git a/.gitignore b/.gitignore
index 08b6a78..c7afdf2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 .DS_Store
+.ruff_cache
 __pycache__
 tx_db.*
 config.yaml
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..4f9ac5c
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,20 @@
+FROM python:3.11-slim
+
+RUN apt-get update && apt-get install -y python3-pip sqlite3 && \
+    pip install --upgrade pip uv && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+RUN mkdir -p /app
+WORKDIR /app
+ENV VIRTUAL_ENV=/packages/.venv
+RUN mkdir -p $VIRTUAL_ENV && uv venv $VIRTUAL_ENV
+COPY requirements-full.txt /app/
+RUN uv pip install --no-cache-dir -r requirements-full.txt
+RUN uv pip install --no-cache-dir sqlite-vec=0.1.1 || true
+COPY . /app
+
+VOLUME /data/ledger
+WORKDIR /data/ledger
+ENTRYPOINT ["/app/entrypoint.sh", "python", "/app/main.py"]
+CMD ["telegram"]
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100755
index 0000000..77ccc84
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+source $VIRTUAL_ENV/bin/activate
+exec "$@"
diff --git a/requirements-full.txt b/requirements-full.txt
new file mode 100644
index 0000000..4a16413
--- /dev/null
+++ b/requirements-full.txt
@@ -0,0 +1,7 @@
+beancount==2.3.6
+numpy==2.0.1
+fava==1.28
+requests==2.32.3
+pyyaml==6.0.2
+python-telegram-bot==21.4
+mmpy-bot==2.1.4