describe

app.py

@@ -256,8 +256,13 @@ with gr.Blocks() as demo:
             gr.Markdown("## 🔍 Search Viewer")
             with gr.Row():
                 gr.Markdown(
-                    "This tab allows you to search for datasets using the Search Viewer endpoint. "
-                    "Enter a query to find relevant datasets and preview them."
+                    "This tab allows you to search for datasets using their dataset viewer preview! "
+                    "Unlike the other search methods, this search utilizes the dataset viewer embedded in most datasets to match your query. "
+                    "This means it doesn't rely on the dataset card for matching!\n\n"
+                    "Enter a query to find relevant datasets and preview them directly using the dataset viewer.\n\n"
+                    "Currently, this search is using a subset of datasets and a very early version of an embedding model to match natural language queries to datasets."
+                    "**Help us improve!** Contribute to query quality improvement by participating in our "
+                    "[Argilla annotation task](https://huggingface.co/spaces/davanstrien/my-argilla). Your feedback helps refine search results for everyone."
                 )
 
             with gr.Row():