Skip to main content
Engineering, Backend, Data / ML, Uber AI

QueryGPT – Natural Language to SQL Using Generative AI

September 19 / Global
Featured image for QueryGPT – Natural Language to SQL Using Generative AI
Image
Figure 1: Query Authoring Process.
Image
Figure 2: Querybuilder Usage.
Image
Figure 3: QueryGPT Impact.
Image
Figure 4: QueryGPT Hackdayz version
Image
Figure 5: uber.trips_data table.
Image
Figure 6: Custom Instructions for handling dates in Uber datasets.
Image
Figure 7: Generated SQL with Explanation.
Image
Figure 8: QueryGPT (current).
Image
Figure 9: Table Agent.
Image
Figure 10: Column Prune Agent
Image
Figure 11A: SQL Query Evaluation.
Image
Figure 11B: SQL Query Evaluation across environments.
Image
Figure 12: SQL Evaluation Stats.
Image
Figure 13: SQL Evaluation criterions.
Jeffrey Johnson

Jeffrey Johnson

Jeffrey Johnson is a Staff Software Engineer on Uber’s Data Platform team. Jeffrey has been primarily focussed on leveraging LLM’s to improve productivity across different personas at Uber and leading security related initiatives for the Business Intelligence team.

Callie Busch

Callie Busch

Callie Busch is a Software Engineer II on Uber’s Data Platform team.

Abhi Khune

Abhi Khune

Abhi Khune is a Principal Engineer on Uber’s Data Platform team. For the past 6 months, Abhi has been leading the technical strategy to modernize Uber’s Data Platform to a Cloud-based architecture.

Pradeep Chakka

Pradeep Chakka

Pradeep Chakka is a Senior Software Engineer on Uber’s Data Platform team, based in Dallas, TX.

Posted by Jeffrey Johnson, Callie Busch, Abhi Khune, Pradeep Chakka