resources/demo_description.md

This is an interactive demo of Binder based on GPT3 Codex.
You can input a question (maybe requiring external knowledge/functionality), and a Binder program(an expression in a symbolic language that optionally includes API calls) will be generated and executed to derive the output answer.
For more details, check out the project [website](https://lm-code-binder.github.io/).


*Note:* 
- Codex has query limits for openai keys, thus it may be slow in generation/execution when (high) concurrent requests occur. 
- This page is just for demonstration, so we generate fewer program for speeding up, please check the [paper](https://arxiv.org/abs/2210.02875) and [code](https://github.com/HKUNLP/Binder) on majority vote and weight bias better result. 
- We are trying to make the demo faster and more robust, please let us know if you have any feedback!