You Probably Don't Need a Vector Database
Introduction Conversations about RAG almost always start with a vector database. This article suggests you dig deeper before implementing one.
2026-06-19
1,218 reads
Vector Database
Vector Search in SQL Server 2025: Storing Embeddings, Querying Them, and What to Watch Out For
This article shows how you can generate embeddings in SQL Server 2025, store them, and use them in your queries.
2026-06-08
2,672 reads
Introducing the Relational Embedding Retrieval Pattern: Storing and Querying Vector Embeddings in SQL Server
Learn about using SQL Server to support AI-enhanced search queries with the Relational Embedding Retrieval Pattern (RERP).
2026-04-24
1,925 reads
Vectors in SQL Server 2025
Introduction SQL Server 2025 introduced new features, including vectors. The main purpose of vectors is to create a new semantic search with the help of AI. Modern AI models represent text as vectors (embeddings) that capture semantic meaning. Similar meanings produce vectors that are close to each other in this vector space, allowing AI systems to […]
2026-03-23
9,849 reads
Vector DB implementation using FAISS
Searching for relevant information in vast repositories of unstructured text can be a challenge. This article explains a Python-based approach to implementing an efficient document search system using FAISS (Facebook AI Similarity Search) for Vector DB and sentence embeddings, which can be useful in applications like chatbots, document retrieval, and natural language understanding. In this […]
2025-01-17
3,999 reads
Blogs
TRY_PARSE Limitations: #SQLNewBlogger
By Steve Jones
I got a notification from a question I’d posted at SQL Server Central: Getting...
SQL Server sa Account Security: Rename, Disable & Best Practices
By SQLPals
SQL Server sa Account Security: Rename, Disable & Best Practices In...
Stanford Emerging Technology Review 2026 Report is out
By Brian Kelley
Artificial Intelligence and quantum computing are two areas of emerging technology that receive most...
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Stairway to Reliable Database Deployments Level 6 – Managing Changesets Over Time
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A Limited Startup
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Question of the Day
A Limited Startup
I add this parameter to SQL Server 2025 in the Configuration Manager:
-mDynamicsWhat does this do? See possible answers
