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azure-search-vector-samples

Azure/azure-search-vector-samples

Code samples for vector search capabilities in Azure AI Search

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

86views this month

910 stars376 forksLast push Sep 19, 2026 Jupyter Notebook MIT

Decision brief

azure-search-vector-samples offers Jupyter Notebook examples for implementing vector search with Azure AI Search services

Good fit when

  • When developing applications that require advanced semantic search functionalities on unstructured data within the Microsoft ecosystem, as it integrates seamlessly with Azure resources
  • If you aim to exploit pre-built models from Azure Cognitive Services to create embeddings for your content and leverage them via vector search

Avoid when

  • When working in non-Microsoft cloud environments due to its tight integration with Azure services
  • For users who require real-time processing capabilities, as Azure AI Search might not be optimized for low-latency queries compared to specialized vector databases

Observed Jul 17, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Very active (1d since push)
As of Sep 20, 2026
Provenance
Not a fork · Organization account
As of Sep 20, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/Azure/azure-search-vector-samples

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

This repository offers Jupyter Notebook examples to demonstrate how to implement and utilize vector search within the context of Azure AI Search services.

Capability facts

MCP server
No MCP server detected

Source: repo_scan · Sep 20, 2026

Languages
jupyter notebook, javascript

Source: github.language+package.json · Sep 20, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 20, 2026)

This repository provides Python, C#, REST, and JavaScript code samples for [vector support](https://learn.micro
Source link

Tags

README

Vector samples Azure AI Search This repository provides Python, C , REST, and JavaScript code samples for vector support in Azure AI Search. There are breaking changes from REST API version 2023 07 01 Preview to newer API versions. These breaking changes also apply to the Azure S...

For agents

This page has a .md twin and JSON over the API.

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