AI & Machine Learning
Natural-Language-to-SQL Agent
Schema-aware agent that turns business questions into governed SQL with guardrails and full query auditability.
The Challenge
Business users needed answers from warehouse data without direct SQL access or unsafe query execution.
Our Solution
We built an NL-to-SQL agent with schema grounding, read-only controls, permission-aware execution, and complete query logging.
KEY CAPABILITIES
What the system includes
Natural-language query understanding
Schema-aware SQL generation
Read-only and permission-aware execution
Guardrails against unsafe statements
Full audit trail of generated queries
TECH STACK
Technologies Used
PythonLangChainPostgreSQLFastAPIReact
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