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How to use Text2Query to assist SQL newbies to learn database queries quickly?

2025-08-23 296
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Structured Learning Path Design

The conversion of tools into teaching aids needs to be implemented in three stages:

  • cognitive stage::
    1) Generate a basic SELECT statement with a simple problem (e.g., "show 3 products").
    2) gradually add WHERE ("products under $50″), ORDER BY ("sort by price") and other clauses
    3) Compare the mapping of natural language to SQL and create a comparison table
  • advanced training::
    1) Deliberately enter ambiguous questions (e.g., "high value customers") and analyze how the AI translates to "WHERE total_spent>1000″.
    2) Try to analyze the execution plan with EXPLAIN after complex problem generation
    3) Manually modify the generated statements and observe the reported errors (e.g., remove quotes) to understand the syntax rules.
  • on-the-spot investigation::
    1) Describe the requirements and generate code in your own language first
    2) Hide the generated result to try to handwrite the same functional SQL.
    3) Compare and contrast differences and consult documentation to understand why

Teaching tip: It can be used with DB Fiddle and other online sandboxes to verify the query results in real time and strengthen the learning effect.

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