diff --git a/docs/tutorials/browser/repl.qmd b/docs/tutorials/browser/repl.qmd
index a987ddfb7de3d..d70c17d550bd0 100644
--- a/docs/tutorials/browser/repl.qmd
+++ b/docs/tutorials/browser/repl.qmd
@@ -18,9 +18,12 @@ from urllib.parse import urlencode
 lines = """
 %pip install numpy pandas tzdata
 import pyodide_js, pathlib, js
-await pyodide_js.loadPackage("https://storage.googleapis.com/ibis-wasm-wheels/pyarrow-16.0.0.dev2661%2Bg9bddb87fd-cp311-cp311-emscripten_3_1_46_wasm32.whl")
-pathlib.Path("penguins.csv").write_text(await (await js.fetch("https://storage.googleapis.com/ibis-tutorial-data/penguins.csv")).text())
-del pyodide_js, pathlib, js
+wheel_url = "https://storage.googleapis.com/ibis-wasm-wheels/pyarrow-17.0.0-cp311-cp311-emscripten_3_1_46_wasm32.whl"
+await pyodide_js.loadPackage(wheel_url)
+penguins_csv_url = "https://storage.googleapis.com/ibis-tutorial-data/penguins.csv"
+penguins_text = await (await js.fetch(penguins_csv_url)).text()
+pathlib.Path("penguins.csv").write_text(penguins_text)
+del pyodide_js, pathlib, js, wheel_url, penguins_csv_url, penguins_text
 %clear
 %pip install 'ibis-framework[duckdb]'
 from ibis.interactive import *
diff --git a/justfile b/justfile
index 777b45ca44c37..4ba7fad4c6f9f 100644
--- a/justfile
+++ b/justfile
@@ -249,33 +249,22 @@ docs-api-preview:
 docs-deploy:
     quarto publish --no-prompt --no-browser --no-render netlify docs
 
-# build an ibis_framework wheel that works with pyodide
-build-ibis-for-pyodide:
+# build jupyterlite repl
+build-jupyterlite:
     #!/usr/bin/env bash
     set -euo pipefail
 
-    # TODO(cpcloud): remove when:
-    # 1. pyarrow release contains pyodide
-    # 2. ibis supports this version of pyarrow
+    # build an ibis wheel
     rm -rf dist/
-    poetry add 'pyarrow>=10.0.1' --allow-prereleases
     poetry build --format wheel
-    git checkout poetry.lock pyproject.toml
-    jq '{"PipliteAddon": {"piplite_urls": [$ibis, $duckdb]}}' -nM \
-        --arg ibis dist/*.whl \
-        --arg duckdb "https://duckdb.github.io/duckdb-pyodide/wheels/duckdb-1.0.0-cp311-cp311-emscripten_3_1_46_wasm32.whl" \
-        > docs/jupyter_lite_config.json
-
-# build the jupyterlite deployment
-build-jupyterlite: build-ibis-for-pyodide
-    #!/usr/bin/env bash
-    set -euo pipefail
 
     mkdir -p docs/_output/jupyterlite
+
     jupyter lite build \
         --debug \
         --no-libarchive \
-        --config docs/jupyter_lite_config.json \
+        --piplite-wheels dist/*.whl \
+        --piplite-wheels "https://duckdb.github.io/duckdb-pyodide/wheels/duckdb-1.1.0-cp311-cp311-emscripten_3_1_46_wasm32.whl" \
         --apps repl \
         --no-unused-shared-packages \
         --output-dir docs/_output/jupyterlite