Problem
Text-to-SQL assistants often produce unsafe or invalid queries when they lack schema context and execution safeguards.
Solution
Built a schema-aware generation pipeline that reads live metadata, produces SQL from user intent, validates before execution, and returns both query output and human-readable SQL explanations.
Workflow
- Inspect live database schema and relationships.
- Build constrained prompt context for query generation.
- Validate generated SQL before any execution step.
- Return results plus explanation for user verification.
Key Outcome
By combining schema grounding and a validation gate, QueryPilot balances usability with safer execution behavior.