diff --git a/.gitignore b/.gitignore
index 74d79d1..635e439 100644
--- a/.gitignore
+++ b/.gitignore
@@ -29,3 +29,7 @@ example/*.zarr
 example/.ipynb_checkpoints/*
 example/data/**
 __pycache__
+
+.venv
+.ipynb_checkpoints
+dist/
diff --git a/python/README.md b/python/README.md
new file mode 100644
index 0000000..bdd0ecd
--- /dev/null
+++ b/python/README.md
@@ -0,0 +1,14 @@
+# vizarr
+
+```sh
+pip install vizarr
+```
+
+```python
+import vizarr
+import numpy as np
+
+arr = np.random.randint(0, 255, (1024, 1024), dtype=np.uint8)
+viewer = vizarr.Viewer(source=arr)
+viewer
+```
diff --git a/python/deno.json b/python/deno.json
new file mode 100644
index 0000000..9052e4b
--- /dev/null
+++ b/python/deno.json
@@ -0,0 +1,22 @@
+{
+	"lock": false,
+	"compilerOptions": {
+		"checkJs": true,
+		"allowJs": true,
+		"lib": [
+			"ES2020",
+			"DOM",
+			"DOM.Iterable"
+		]
+	},
+	"fmt": {
+		"useTabs": true
+	},
+	"lint": {
+		"rules": {
+			"exclude": [
+				"prefer-const"
+			]
+		}
+	}
+}
diff --git a/python/pyproject.toml b/python/pyproject.toml
new file mode 100644
index 0000000..7173da2
--- /dev/null
+++ b/python/pyproject.toml
@@ -0,0 +1,15 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "vizarr"
+version = "0.0.0"
+dependencies = ["anywidget", "zarr"]
+
+[project.optional-dependencies]
+dev = ["watchfiles", "jupyterlab"]
+
+# automatically add the dev feature to the default env (e.g., hatch shell)
+[tool.hatch.envs.default]
+features = ["dev"]
diff --git a/python/src/vizarr/__init__.py b/python/src/vizarr/__init__.py
new file mode 100644
index 0000000..dcd48e8
--- /dev/null
+++ b/python/src/vizarr/__init__.py
@@ -0,0 +1,10 @@
+import importlib.metadata
+
+try:
+    __version__ = importlib.metadata.version("vizarr")
+except importlib.metadata.PackageNotFoundError:
+    __version__ = "unknown"
+
+del importlib
+
+from ._widget import Viewer
diff --git a/python/src/vizarr/_widget.js b/python/src/vizarr/_widget.js
new file mode 100644
index 0000000..c76fee1
--- /dev/null
+++ b/python/src/vizarr/_widget.js
@@ -0,0 +1,109 @@
+import * as vizarr from "https://hms-dbmi.github.io/vizarr/index.js";
+import debounce from "https://esm.sh/just-debounce-it@3";
+
+/**
+ * @template T
+ * @param {import("npm:@anywidget/types").AnyModel} model
+ * @param {any} payload
+ * @param {{ timeout?: number }} [options]
+ * @returns {Promise<{ data: T, buffers: DataView[] }>}
+ */
+function send(model, payload, { timeout = 3000 } = {}) {
+	let uuid = globalThis.crypto.randomUUID();
+	return new Promise((resolve, reject) => {
+		let timer = setTimeout(() => {
+			reject(new Error(`Promise timed out after ${timeout} ms`));
+			model.off("msg:custom", handler);
+		}, timeout);
+		/**
+		 * @param {{ uuid: string, payload: T }} msg
+		 * @param {DataView[]} buffers
+		 */
+		function handler(msg, buffers) {
+			if (!(msg.uuid === uuid)) return;
+			clearTimeout(timer);
+			resolve({ data: msg.payload, buffers });
+			model.off("msg:custom", handler);
+		}
+		model.on("msg:custom", handler);
+		model.send({ payload, uuid });
+	});
+}
+
+/** @param {import("npm:@anywidget/types").AnyModel} model */
+function get_source(model) {
+	let source = model.get("_source");
+	if (typeof source === "string") {
+		return source;
+	}
+	// create a python
+	return {
+		/**
+		 * @param {string} key
+		 * @return {Promise<ArrayBuffer>}
+		 */
+		async getItem(key) {
+			const { data, buffers } = await send(model, {
+				type: "get",
+				source_id: source.id,
+				key,
+			});
+			if (!data.success) {
+				throw { __zarr__: "KeyError" };
+			}
+			return buffers[0].buffer;
+		},
+		/**
+		 * @param {string} key
+		 * @return {Promise<boolean>}
+		 */
+		async containsItem(key) {
+			const { data } = await send(model, {
+				type: "has",
+				source_id: source.id,
+				key,
+			});
+			return data;
+		},
+	};
+}
+
+/**
+ * @typedef Model
+ * @property {string | { id: string }} _source
+ * @property {string} height
+ * @property {ViewState=} view_state
+ */
+
+/**
+ * @typedef ViewState
+ * @property {number} zoom
+ * @property {[x: number, y: number]} target
+ */
+
+/** @type {import("npm:@anywidget/types").Render<Model>} */
+export function render({ model, el }) {
+	let div = document.createElement("div");
+	{
+		div.style.height = model.get("height");
+		div.style.backgroundColor = "black";
+		model.on("change:height", () => {
+			div.style.height = model.get("height");
+		});
+	}
+	let viewer = vizarr.createViewer(div);
+	{
+		model.on("change:view_state", () => {
+			viewer.setViewState(model.get("view_state"));
+		});
+		viewer.on(
+			"viewStateChange",
+			debounce((/** @type {ViewState} */ update) => {
+				model.set("view_state", update);
+				model.save_changes();
+			}, 200),
+		);
+	}
+	viewer.addImage({ source: get_source(model) });
+	el.appendChild(div);
+}
diff --git a/python/src/vizarr/_widget.py b/python/src/vizarr/_widget.py
new file mode 100644
index 0000000..d41249f
--- /dev/null
+++ b/python/src/vizarr/_widget.py
@@ -0,0 +1,57 @@
+import anywidget
+import traitlets
+import pathlib
+
+import zarr
+import numpy as np
+
+__all__ = ["Viewer"]
+
+def _store_keyprefix(obj):
+    # Just grab the store and key_prefix from zarr.Array and zarr.Group objects
+    if isinstance(obj, (zarr.Array, zarr.Group)):
+        return obj.store, obj._key_prefix
+
+    if isinstance(obj, np.ndarray):
+        # Create an in-memory store, and write array as as single chunk
+        store = {}
+        arr = zarr.create(store=store, shape=obj.shape, chunks=obj.shape, dtype=obj.dtype)
+        arr[:] = obj
+        return store, ""
+
+    if hasattr(obj, "__getitem__") and hasattr(obj, "__contains__"):
+        return obj, ""
+
+    raise TypeError("Cannot normalize store path")
+
+class Viewer(anywidget.AnyWidget):
+    _esm = pathlib.Path(__file__).parent / "_widget.js"
+    _source = traitlets.Any().tag(sync=True)
+    view_state = traitlets.Dict().tag(sync=True)
+    height = traitlets.Unicode("500px").tag(sync=True);
+
+    def __init__(self, source, **kwargs):
+        self._store_paths = []
+        if not isinstance(source, str):
+            store, key_prefix = _store_keyprefix(source)
+            source = { "id": len(self._store_paths) }
+            self._store_paths.append((store, key_prefix))
+        super().__init__(_source=source, **kwargs)
+        self.on_msg(self._handle_custom_msg)
+
+    def _handle_custom_msg(self, msg, buffers):
+        store, key_prefix = self._store_paths[msg["payload"]["source_id"]]
+        key = key_prefix + msg["payload"]["key"].lstrip("/")
+
+        if msg["payload"]["type"] == "has":
+            self.send({ "uuid": msg["uuid"], "payload": key in store })
+            print(store)
+            return
+
+        if msg["payload"]["type"] == "get":
+            try:
+                buffers = [store[key]]
+            except KeyError:
+                buffers = []
+            self.send({ "uuid": msg["uuid"], "payload": { "success": len(buffers) == 1 } }, buffers)
+            return