Online Inference on a custom DB

[hotessy]

Hi,
Can you please help us out with the steps to run queries on a custom database?

[huybery]

Hi, you could replace the data and re-run the preprocess step for custom database.
Now this repo it mainly focus on SParC & CoSQL datasets, so there is no corresponding custom run script open.

[hotessy]

Thanks, @huybery.
So, every time a new utterance is created by the user, we need to run the pre-processing script? Is there a way for evaluating utterances in an interaction without pre-processing and re-instantiating the model?
I'm building an app on top of your model and a fair amount of the time goes into re-loading the model. Is there any hack to achieve online inference/ streamed training?

[huybery]

@hotessy , sorry to have kept you waiting.
This project is the research subsidiary code of the paper, so it may need to do more transformation in the application, but I may not have more energy to transform it at present. If you have ideas, welcome to improve it. 😄