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Research

PExA: Parallel Exploration Agent for Complex Text-to-SQL

Parallel exploration agents solve complex text-to-SQL tasks by testing multiple strategies simultaneously, democratizing natural language access to databases.

Tuesday, April 28, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

PExA introduces a parallel exploration agent system for converting complex natural language queries to SQL. The agent handles difficult text-to-SQL tasks through parallel strategy exploration. This advances AI agent capabilities for database accessibility.

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