You can use built-in AI functions directly in Databricks SQL

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Databricks provides built-in AI functions that can be used directly in SQL or notebooks, without managing models or infrastructure.

Example:

SELECT ticket_id, ai_generate( 'Summarize this support ticket:\n{{text}}', 'databricks-dbrx-instruct', description ) AS summary FROM support_tickets;

 
This is useful for:

• Text summarization

• Classification

• Enrichment pipelines

• No model deployment required.