querygen - ai based sql query generator
querygen provides a natural-language ai assistant that sits on top of structured databases, enabling auditors and compliance officers to query data without writing sql. it bridges the gap between complex database schemas and non-technical domain experts.
the querygen was trained on spider dataset with t5-large model, the model's accuracy was 0.7 on easy split and 0.49 on hard split.
tech stack
- model training: google t5, spider dataset
- frontend: next, shadcn/ui, tailwindcss
- backend: nextjs api, nextauth, uvicorn
- database: postgres, mysql
- languages: python, typescript
links
note: this project was outsourced by block intelligence.