Finalize

app.py

@@ -28,7 +28,7 @@ st.set_page_config(
 ROOT_DIR = os.path.join(os.path.dirname(__file__), "./")
 # todo: Add more binder questions, need careful cherry-picks
 EXAMPLE_TABLES = {
-    "Estonia men's national volleyball team": (558, "what is the total number of players from france?"),
+    "Estonia men's national volleyball team": (558, "who is the youngest player from europe?"),
     # 'how old is kert toobal'
     "Highest mountain peaks of California": (5, "which is the lowest mountain?"),
     # 'which mountain is in the most north place?'

resources/demo_description.md

@@ -2,9 +2,9 @@ This is an interactive demo of [Binder](https://lm-code-binder.github.io/) based
 You can input a question（may not be answered by pure SQL/Python), 
 The demo will generate a Binder program (e.g., SQL/Python bound with API calls to GPT3 Codex),
 and then execute the Binder program (API calls by prompting Codex and SQL/Python by using SQL/Python interpreters) to drive the final answer.
-For more details, check out the project [website](https://lm-code-binder.github.io/).
 
+*For more details, check out the [project website](https://lm-code-binder.github.io/).*
 
-*Note:* 
+**Note:**
 - The demo might be slow when (high) concurrent requests occur because of the query limit of OpenAI GPT3 Codex. 
 - To speed up the demonstration, we only employed a simper version of Binder (e.g., no majority vote), please check the [paper](https://arxiv.org/abs/2210.02875) and [code](https://github.com/HKUNLP/Binder) for more detail.