diff --git a/packages/sharing-editor/public/samples/023_transformers/app.py b/packages/sharing-editor/public/samples/023_transformers/app.py
new file mode 100644
index 000000000..9157635c0
--- /dev/null
+++ b/packages/sharing-editor/public/samples/023_transformers/app.py
@@ -0,0 +1,15 @@
+import streamlit as st
+
+from transformers_js_py import pipeline
+
+st.title("Sentiment analysis")
+
+text = st.text_input("Input some text", "I love transformers!")
+
+if text:
+    with st.spinner():
+        if "pipe" not in st.session_state:
+            st.session_state["pipe"] = await pipeline('sentiment-analysis')
+        pipe = st.session_state["pipe"]
+        out = await pipe(text)
+    st.write(out)
diff --git a/packages/sharing-editor/public/samples/023_transformers/requirements.txt b/packages/sharing-editor/public/samples/023_transformers/requirements.txt
new file mode 100644
index 000000000..3702d6774
--- /dev/null
+++ b/packages/sharing-editor/public/samples/023_transformers/requirements.txt
@@ -0,0 +1 @@
+transformers-js-py
diff --git a/packages/sharing-editor/public/samples/023_transformers/stlite.json b/packages/sharing-editor/public/samples/023_transformers/stlite.json
new file mode 100644
index 000000000..9fa599ba4
--- /dev/null
+++ b/packages/sharing-editor/public/samples/023_transformers/stlite.json
@@ -0,0 +1,4 @@
+{
+  "title": "Transformers",
+  "entrypoint": "app.py"
+}