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Agents tracked: 440 Downloads (7d): 202M down 19.5% GitHub stars: 10.4M Releases (7d): 607 Agent status: all upSince last limit reset: Claude 28d · Codex 0d Updated Oct 21, 2026

Azure Search Documents

Python SDK for Azure Cognitive Search to query and manage search indexes.

SDKs for hosted services PyPI MIT

Used in agent projects
4
0.2% of 1,622 Python repos built with AI coding agents; 74 counting our dependency samples
Gid Score
52 /100
#1299 of 3,794 tools, #59 in sdks for hosted services · ranking
Rank in sdks for hosted services
#108 of 253
by use in those projects
Downloads
1.1M
PyPI, last 7 days, azure-search-documents
GitHub stars
5,621
3,399 forks · last push Oct 20, 2026

How Azure Search Documents is used

Azure Search Documents is a dependency in 4 of the 6,208 public GitHub projects set up for AI coding agents that we scanned, too few to describe it from them alone. Our scan also samples projects by dependency (Solana 2,661, Ethereum and EVM 1,496, 3D and games 2,818, agent frameworks and SDKs 10,983); counting those, it appears in 74 projects, and what it is used with below comes from all of them. Projects that use it most often also use python-dotenv (87.8%), OpenAI Python Library (82.4%), azure-identity (79.7%).

Azure Search Documents popularity over time

Top tools by Gid Score

Azure Search Documents: downloads per weekPyPI, azure-search-documents 1,101,411
Azure Search Documents: GitHub starsAzure/azure-sdk-for-python 5,621

Gid Score 52: downloads 65, use in agent projects 46, GitHub stars 40, downloads trend 54 (each 0-100). How it is calculated.

Often used with Azure Search Documents

python-dotenv87.8% of Azure Search Documents projects · 9.6× more than average
OpenAI Python Library82.4% of Azure Search Documents projects · 20.9× more than average
azure-identity79.7% of Azure Search Documents projects · 112.5× more than average
Pydantic58.1% of Azure Search Documents projects · 6.7× more than average
Azure Core51.4% of Azure Search Documents projects · 398.5× more than average
Requests50.0% of Azure Search Documents projects · 7.4× more than average
Semantic Kernel50.0% of Azure Search Documents projects · 1034.7× more than average
Azure AI Projects44.6% of Azure Search Documents projects · 173.0× more than average

From all 74 projects in our scan that use Azure Search Documents, including the dependency samples.

Agent Skills for Azure Search Documents

azure-search-documents-dotnet from microsoft/skillsAzure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchC…
npx skills add microsoft/skills --skill azure-search-documents-dotnet

Skills teach your coding agent how to use Azure Search Documents well. Official means the pack comes from the same GitHub account as Azure Search Documents. Read a skill before installing it: it can include scripts. All Agent Skills

Install

Packagepip install azure-search-documents
Main stacksPython (74)
Example projectsAzure/intro-to-intelligent-apps, Josephrp/DataTonic, martaldsantos/agentic-ai-hack, ucl-docaider/docAider, Azure/agent-innovator-lab

Alternatives to Azure Search Documents

All sdks for hosted services

In our scan, none of the most used tools in SDKs for hosted services does the same job as Azure Search Documents: they are add-ons, companions or tools for a different task.

More in SDKs for hosted services: Supabase JS Supabase SSR AWS SDK for JavaScript (S3) Resend Stripe (JavaScript) Supabase CLI Firebase Stripe.js

Is Azure Search Documents right for your project? Ask AgentGid →