diff --git a/.dockerignore b/.dockerignore
index 6288a4d..db7e340 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,8 +1,8 @@
 .env
-
-# NODE
-node_modules
-
-# PYTHON
 __pycache__
 .venv
+.pytest_cache
+docs
+node_modules
+output
+sketching
diff --git a/Dockerfile b/Dockerfile
index 4dfe203..5447033 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,12 +1,10 @@
-FROM node:22
+FROM ghcr.io/astral-sh/uv:debian
 
 WORKDIR /app
 
-COPY package.json .
-COPY package-lock.json .
+COPY pyproject.toml uv.lock ./
+RUN uv sync --frozen
 
-RUN npm install
+COPY . .
 
-COPY index.ts .
-
-CMD [ "node", "--max-old-space-size=4096", "--experimental-strip-types", "index.ts" ]
+CMD ["uv", "run", "transform-documents.py"]
\ No newline at end of file
diff --git a/README.md b/README.md
index d73e166..e831e8f 100644
--- a/README.md
+++ b/README.md
@@ -2,8 +2,16 @@
 
 Small utility to convert the wikitext data from the Wikivoyage dumps into a structured format. The goal is to make it easier to work with the data and extract useful information programmatically.
 
-## Installation
+## Usage
 
+### Docker
+
+This script is intended to be run with docker. A docker image is [available from the GitHub registry](). For example, you may run it using the filesystem handler with `docker run -e HANDLER=filesystem -e HANDLER_FILESYSTEM_OUTPUT_DIR=/output -v ./output:/output ghcr.io/bcye/structured-wikivoyage-exports`. For all the different options, refer to [the docs](docs).
+
+### Types
+
+TypeScript types for consuming the json output are available, you may install them from the [@bcye/structured-wikivoyage-types]() npm package. Refer to the included docstrings in [types/index.d.ts](types/index.d.ts) for reference.
 
 ## Documentation
-See [docs](docs) for more information on how to use this utility.
\ No newline at end of file
+
+See [docs](docs) for more information on how to use this utility.