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Oracle's DBMS_CLOUD_AI package enables NL2SQL pipelines directly within Autonomous Database. The system uses AI profiles to connect database objects to external LLM providers like Cohere. Four action modalities exist: showsql, runsql, narrate, and explainsql. The architecture automates prompt augmentation with schema metadata to reduce hallucination risks.
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