Connect your PostgreSQL, MySQL, and SQLite databases securely. Turn plain English into mathematically verified, read-only SQL queries with AST guardrails, index heuristics, and 0–100 quality scoring.
// Querying Queriva Natural Language Engine
$ queriva query "Show top 5 enterprise accounts by Q3 ARR with invoice status"
-- [Queriva AST-Verified SQL] -- Score: 98/100 (Optimal Indexes Detected)
SELECT a.id, a.company_name, SUM(i.total_usd) as q3_arr
FROM accounts a
JOIN invoices i ON a.id = i.account_id
WHERE i.billing_period = '2026-Q3' AND i.status = 'PAID'
GROUP BY a.id, a.company_name
ORDER BY q3_arr DESC LIMIT 5;Comprehensive developer primitives designed to withstand heavy scale, adversarial inputs, and distributed execution.
Multi-tier AST lexer validates all AI output. Mutation statements (DROP, UPDATE, DELETE) are strictly quarantined by default.
Analyzes SQL performance, table scan heuristics, execution plans, and index usage with actionable optimization guidance.
Traverses complex foreign keys and schema topologies automatically to calculate the shortest, most efficient join paths.
Expose natural language database queries directly into Cursor, Claude Desktop, and Windsurf AI coding workflows.
Built on a foundation of strict type safety, zero unnecessary network hops, and multi-layered verification routines. Connects seamlessly with existing microservices and cloud runtimes.
Install the open-source release or launch the standalone dashboard in seconds.