Overview
Searching for relevant information in vast repositories of unstructured text can be a challenge. This article demonstrates how to implement a vector database using Azure SQL Server. Azure SQL Server recently introduced vector data type support which is still in preview mode (Vector data type (preview)). Introduction to Vector data type can boost similarity search requirements.
This article showcases the integration of the VECTOR datatype with embeddings generated using the SentenceTransformer model using Python. The system enables efficient similarity search for text-based data, making it ideal for applications like document retrieval and semantic search.
In this guide, we will