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Figure showing an embedding map where related ideas become neighbours.

Embeddings and Vectors: The Map of Meaning

October 22, 2026
Pinal Dave
AI
AI, AI Book, Database, SQL Data Storage
Part four of ten. Search used to mean matching words. Embeddings let a system match meaning instead, and almost every AI feature that touches your data stands on that one idea. 1. What is an embedding? An embedding is a list of numbers that stands for the meaning of a…
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ANSI PADDING and Storage - SQL in Sixty Seconds 210

ANSI PADDING and Storage – SQL in Sixty Seconds 210

January 16, 2025
Pinal Dave
SQL Video
SQL Data Storage, SQL Server Configuration

ANSI PADDING is an often-overlooked yet impactful setting in SQL Server that determines how trailing spaces are handled in CHAR and VARCHAR.

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Monitoring Database Autogrowth Settings.

SQL SERVER – Monitoring Database Autogrowth Settings

July 19, 2023
Pinal Dave
SQL Performance
SQL Data Storage, SQL Server Configuration

Monitoring Database Autogrowth Settings is important and is what I often end up discussing in Comprehensive Database Performance Health Check;

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Gouache painting of a basket with a heap of clothes beside neat folded stacks, a vermilion shirt on top

Heap or Clustered Index: When a Heap Table Is the Right Choice

June 7, 2023
Pinal Dave
SQL Performance
Clustered Index, SQL Data Storage, SQL Heap, SQL Index

The heap or clustered index choice changes the reads of every scan. The demos measure forwarded records in a heap, a range query on both kinds of table, and the size of a nonclustered index on a wide key, and says when a heap is the right choice.

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A nearly empty grain bin with a scoop in a barn, a field of ripening wheat seen through the open door

Finding Oversized Data Files With Lots of Free Space

March 8, 2023
Pinal Dave
SQL Tips and Tricks
DBA, Disk, Shrinking Database, SQL Data Storage

Identify oversized data files with FILEPROPERTY, separate internal free space from disk capacity, and review one-time shrink choices.

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File Latency

Find Database File Latency – SQL in Sixty Seconds #198

June 15, 2022
Pinal Dave
SQL Video
SQL Data Storage, SQL DMV, SQL in Sixty Seconds, SQL Performance

Lots of people asked me to create a video on my earlier blog post SQL SERVER – Script to List Database File Latency. Here is the video.

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database file

Most Used Database Files – SQL in Sixty Seconds #190

January 6, 2022
Pinal Dave
SQL Video
SQL Data Storage, SQL in Sixty Seconds, SQL Performance

If a client has many databases, this script finds the most used database files. Here is my SQL in Sixty Seconds video on it.

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