resources/demo_description.md

This is an interactive demo of [Binder](https://lm-code-binder.github.io/) based on GPT3 Codex.
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/).*

**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.