Can you please provide an example?

[IamExperimenting]

Hey team, thanks for this amazing paper. Can you please also provide us some examples so we can understand how to integrate with our database and LLM models(OpenAI)

Thanks

[tshu-w]

Hello, thank you for your interest.

To train a router suitable for your database, you need to: 1. build a schema graph, 2. use the schema questioning model to ask questions about sampled schemas, and 3. train the schema router on synthesized data.
After that, for a new question, use the schema router to navigate the schema, and then provide the question and schema together to LLMs like OpenAI. For a detailed process, please refer to the paper.
I have been quite busy recently, so there won't be a demo in this month.