We’ve explored @OpenAI’s new #GPT3 API, and we are super impressed with its capabilities! For example, you can write a simple description, and GPT-3 can automatically generate a bar chart📊 for you! CC @gdb

What surprised us the most is that it only took ONE Plotly Express code snippet for it to learn how to create bar charts:

Unlike examples that involve HTML/JSX, it is unlikely that GPT-3 was pre-trained on many annotated PX code samples. For this reason, it's really interesting to see its few-shot learning capabilities in action, which a substantial finding from the paper: arxiv.org/pdf/2005.14165…

If you are interested in chatting with us about the technical aspect of this, or would like to share the Dash apps you created with your own OpenAI API tokens, join the discussion here👇🏽 community.plotly.com/t/42826

@plotlygraphs @maite_taboada, fascinating to see the one-shot generalization ability of GPT-3 from just a single line of plotly code! Example at the top of thread👆 I just dislike the fact that it depends on a closed-source API though 😒.