Vector Search - Azure AI Search | Microsoft Learn
Azure AI Search stores the data that you query over. Use it as a pure vector index when you need long-term memory or a knowledge base, grounding data for the retrieval-augmented generation (RAG) …
Quickstart: Vector Search in the Azure portal - Azure AI Search
Dec 29, 2025 · In this quickstart, you use the Import data (new) wizard in the Azure portal to get started with integrated vectorization. The wizard chunks your content and calls an embedding model to …
Vector samples - Azure AI Search - GitHub
azure-ai-search-lab A learning and experimentation lab for trying out various AI-enabled search scenarios in Azure.
Choosing the right Azure Vector Database - Medium
Oct 19, 2023 · Vector databases are engineered to manage vector data, or mathematical constructs that can be depicted in multiple dimensions. They are particularly beneficial in areas such as semantic...
Vector Databases in Azure: Current State, Selection Criteria ... - LinkedIn
Apr 22, 2025 · Azure offers robust vector database solutions, integrating vector search into its NoSQL, relational, and search platforms. These include Azure Cosmos DB (NoSQL and MongoDB vCore), …
Azure AI Search as a vector database for OpenAI embeddings
Sep 11, 2023 · This notebook provides step by step instuctions on using Azure AI Search (f.k.a Azure Cognitive Search) as a vector database with OpenAI embeddings.
Vector store - Azure AI Search | Microsoft Learn
Azure AI Search stores vectors at the field level, allowing vector and nonvector content to coexist within the same search index. A search index becomes a vector index when you define vector fields and a …
Vector Search for AI Apps in Azure Databases
Dec 19, 2024 · Vector databases store data in the form of vectors, which allows for more sophisticated and nuanced searches compared to traditional databases. Vector search techniques enable these …
Supercharging GenAI Apps with PostgreSQL and Azure AI
4 days ago · With demos focused on Azure AI and vector search patterns, he'll walk developers through smarter ways to retrieve context, score relevance, manage embeddings, and reduce hallucinations in …
Choose an Azure service for vector search - learn.microsoft.com
Dec 3, 2025 · To decide whether to use a traditional database solution or Azure AI Search, consider your requirements and whether you can perform live or real-time vector searching on your data.