SQL Server AI Integration

Technical Article

How to host an AI text embeddings model for SQL Server using Ollama

  • Article

When we want to use AI-based comparisons of text, via vector search in SQL Server, we need to first generate embeddings for the text. An embedding is a numeric representation of meaning, usually represented by vectors. In this article, I’ll show you how to use Ollama to host a server locally that can be used to generate embeddings.

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2026-06-24

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Question of the Day

Multiple Values Inserted

I have this code on SQL Server 2022. What happens when it runs all at once?

DROP TABLE IF EXISTS dbo.Commission
GO
CREATE TABLE dbo.Commission
(id INT NOT NULL IDENTITY(1,1) CONSTRAINT CommissionPK PRIMARY KEY
, salesperson VARCHAR(20)
, commission VARCHAR(20)
)
GO
INSERT dbo.Commission
( salesperson, commission)
VALUES
( 'Brian', 12 ),
( 'Brian', 'None' )
GO
 

See possible answers