How to call an Ollama-based AI text embeddings model from SQL Server 2025
Learn how to call locally hosted Ollama embedding models from SQL Server using sp_invoke_external_rest_endpoint
2026-07-08
SQL Server AI Integration
How to stop AI hallucinations in enterprise RAG systems (a complete guide)
From the Air Canada chatbot lawsuit to the infamous Chevy dealership pricing fiasco, this article breaks down the six real reasons RAG systems fail in production – and the five architectural patterns high-performing AI teams use to make them trustworthy, grounded, and production-ready.
2026-07-03
How to host an AI text embeddings model for SQL Server using Ollama
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.
2026-06-24
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Forums
Reading Parquet using openrowset
Hi, We are looking out to read parquet file directly from on premise shared...
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We want to enable ADR on our SQL Server 2019 instances. I’ve heard that...
Forward Deployed Engineers
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Question of the Day
DBCC CHECKDB Limits II
I have a SQL Server 2025 database that I want to check for corruption every night. One of the things we do is disable indexes used for ETL loads during the weekend and re-enable them on Monday morning. If we run DBCC over the weekend, are our disabled indexes checked for consistency?
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