Vector Similarity Search With SQL
In this video, we delve into the fascinating world of vector similarity search using relational databases and SQL. We'll walk you through how to perform an exact nearest neighbour search algorithm with simple SQL SELECT statements. While the demonstration utilizes SQLite, the concepts and techniques we discuss are applicable to other relational databases such as Oracle, MS SQL, and DB2.
First, we'll explain the fundamentals of the exact nearest neighbour algorithm and how it can be implemented with SQL. You'll gain a clear understanding of the mathematical principles behind similarity search and how these translate into SQL queries that can be run on any relational database.
Tutorial: https://sefiks.com/2021/02/06/deep-fa...
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