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ai guide

Text-to-SQL Router: Precise Queries That Skip RAG

Questions like 'how many routes did I complete this year' will never be answered well by RAG semantic search — querying the database directly is far more accurate. Let the LLM identify intent, extract parameters, and execute predefined SQL templates.