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      <title>SQL Dialect Conversion: LLMs Make It Easy to Build, Architecture Still Matters</title>
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      <description>Starting with a PostgreSQL LIMIT and SQL Server TOP example, this article explains how LLMs, deterministic algorithms, and typed ASTs should divide responsibility in NL2SQL systems.</description>
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