Store embeddings in Azure Cosmos DB for PostgreSQL with pgvector

Welcome to the third part of the "Image similarity search with pgvector" learning series!

In the previous articles, you learned how to describe vector embeddings and vector similarity search. You also used the multi-modal embeddings APIs of Azure AI Vision for generating embeddings for a collection of images of paintings.

Introduction

In this learning series, we will create a search system that lets users provide a text description or a reference image to find similar paintings. We have already generated …

ai ai vision apis articles azure azure ai azure cosmos db collection cosmos embeddings image images modal multi-modal part pgvector postgres postgresql python search series store vector vector embeddings vision