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Using Azure OpenAI to retrieve SQL data

Janarthanan S 700 Reputation points
2023-09-13T13:35:16.8166667+00:00

Is it preferred to provide the full schema (lets say into a .sql file) to GPT model?

or instead give it instructions to search for it directly in the database which is quick to produce better results.

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  1. Chakaravarthi Rangarajan Bhargavi 790 Reputation points MVP
    2023-09-13T15:14:47.3233333+00:00

    Hi Janarthanan,

    Great question let me get you though this, the choice between providing a full schema in a .sql file or instructing a GPT model to search directly in a database depends on various factors like security, maintenance, and performance. Providing a .sql file can enhance security and predictability but requires manual maintenance. Direct database access offers real-time data but necessitates robust security measures and may impact performance, depending on the database's complexity. The decision should align with project requirements and consider the trade-offs between convenience and security.

    If you find this answer useful kindly accept it, for assistance ping here thanks.

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