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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