AI Semantic Search for E-commerce | Azure Cosmos DB
In this tutorial, you'll learn how to build low-latency recommendation engines with Azure Cosmos DB and Azure OpenAI Service. By using vector-based semantic search, you can offer personalized recommendations in real-time, going beyond traditional keyword limitations. With pre-trained models stored in Azure Cosmos DB, you can tailor product predictions based on user interactions and preferences. This tutorial also explores the power of augmented vector search to optimize results prioritized by relevance, building recommendation systems with limitless scalability, leveraging pre-computed vectors and collaborative filtering.
This tutorial is presented by Kirill Gavrylyuk, Azure Cosmos DB General Manager, and offers step-by-step guidance on how to create recommendation systems that deliver next-level, real-time insights. Whether you're a seasoned developer or just starting your journey, this tutorial provides you with the know-how to get the best results.
Make sure to check out the quick links and code snippets provided in the tutorial to get started. You can also try out Cosmos DB for MongoDB for free, and watch more Microsoft Mechanics videos to keep up with the latest in tech.
The post AI Semantic Search for Your Website with Azure Cosmos DB | E-commerce originally appeared on Microsoft Mechanics.
Published on:
Learn more
Made for tech enthusiasts and IT professionals. Expanded coverage of your favorite technologies across Microsoft; including Office, Azure, Windows and Data Platforms. We'll even bring you broader topics such as device innovation with Surface, machine learning, and predictive analytics.
Related posts
From Backlog to Delivery: Running Scrum in Azure DevOps
This is a practical, end-to-end guide to run Scrum with Azure DevOps — from backlog grooming through sprint delivery and continuous deployment...
Azure SDK Release (November 2025)
Azure SDK releases every month. In this post, you'll find this month's highlights and release notes. The post Azure SDK Release (November 2025...
Microsoft Purview: Information Protection-Azure AI Search honors Purview labels and policies
Azure AI Search now ingests Microsoft Purview sensitivity labels and enforces corresponding protection policies through built-in indexers (Sha...
Soluzione Earns Microsoft Solutions Partner Designation for Data & AI (Azure)
Soluzione has been a Microsoft partner for over a decade – a journey that began with Microsoft Silver Partnership, progressed to achieving Mic...
What’s New with Microsoft Foundry (formerly Azure AI Foundry) from Ignite 2025
Microsoft Ignite 2025 just wrapped up, and one of the biggest themes this year was the evolution of Azure AI Foundry, now simply called Micros...