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 - Azure AI Search | Azure Docs
In this quickstart, you use a Jupyter notebook to create, load, and query vectors. The code examples perform these operations by using the Azure AI Search client library . The library provides an …
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.
Vector Searching (RAG) | Azure-Samples/AI-Gateway | DeepWiki
6 days ago · Vector Searching (RAG) Relevant source files Purpose and Scope This page documents the Retrieval Augmented Generation (RAG) implementation in the AI Gateway, which enables AI …
Choose an Azure Service for Vector Search - Azure Architecture …
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.
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.
Create a Vector Query - Azure AI Search | Microsoft Learn
This article uses REST for illustration. After you understand the basic workflow, continue with the Azure SDK code samples in the azure-search-vector-samples repo, which provides end-to-end solutions …
azure-ai-docs/articles/search/vector-search-overview.md at main ...
Nov 21, 2025 · 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 …
Quickstart: Vector Search in the Azure portal - Azure AI Search
Oct 24, 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 …