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Vidhi Kulkarni

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#machine learning Preprint Jun 2026

QueryGraph: Reliable Multi-Tool Query Execution Planning via LLM-Based Graph Generation

This work introduces a system that converts natural language queries into structured graphs and executes them via a deterministic planner, which uses depth-first search to resolve dependencies and combine results across tools, improving reliability and enabling queries beyond traditional keyword-based search.

A. Chakravarthy, Vidhi Kulkarni, Duen Horng Chau · 0 citations