DATABASES, IN PLAIN ENGLISHTHE BRIEF
Data analysis should start with a question, not a query.
SelectStar is an agentic database analysis platform that lets a person connect a database and ask what they need in everyday language. The system determines whether the answer calls for SQL, exploration, a visualization, or a lightweight machine-learning model.
THE ORCHESTRATION
THE BUILD
A graph of specialists, not an unbounded loop.
SelectStar uses a custom TypeScript graph orchestrator in a Next.js-native system. Specialized agents handle SQL generation, EDA profiling, Vega-Lite charting, and pure-TypeScript ML forecasting, then a synthesis agent streams the result.
- Next.js 16, TypeScript, Prisma, and Vega-Lite
- SQLite and PostgreSQL connectivity, with MySQL-ready architecture
- Read-only by default with explicit write confirmation
- SQL, charts, tables, and model results rendered as canvas artifacts
THE DESIGN PRINCIPLE
SAFEBY
DEFAULT
Agency without losing control.
A deterministic graph replaces the ambiguity of an open-ended agent loop. Potential database writes are intercepted for confirmation, while read analysis branches into parallel EDA, visualization, and ML work.
BACK TO
All selected work ↗