My name is Hal Triedman — I'm a Privacy Engineer at WMF, but in my spare time I do a lot of work on machine learning. One of the things we've been looking into is the creation of label-query datasets for Mediawiki database queries, with the goal of being able to finetune an AI model to help users write queries with more ease/create embeddings that allow for easier searching of past queries.

Quarry is particularly interesting for this project because it has the following qualities:

1) it is entirely on Mediawiki databases
2) it has been used to make hundreds of thousands of queries
3) many of those queries have relatively descriptive titles about what is happening in the SQL

Is there any easy way of assembling a database of existing public title-query pairs (i.e. by running a database query that excludes things like "Untitled query", or just pulling published queries)? Please let me know, and thanks.

Hal