azure-search-documents-py Skill
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search". Published by microsoft in skills.
Decision snapshot
Is this a fit?
Security review, Research, Includes SKILL.md, Reusable instructions
Compatibility not yet detected.
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2 months ago · MIT license
Access note: API key required.
What is azure-search-documents-py Skill?
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search". Published by microsoft in skills. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Security review
- Research
- Security review use cases
- Research use cases
Declared skill metadata
- Declared author: Microsoft
- Declared license: MIT
- Source file: .github/plugins/azure-sdk-python/skills/azure-search-documents-py/SKILL.md
These fields retain source and confidence evidence from the indexed SKILL.md.
Compatibility and setup
- Install or run with Copy skill directory
- API key required
Requirements and access
Security and permissions
Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.
When to use azure-search-documents-py Skill
- Use it for security review.
- Use it for research.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/skills
- Skill file: .github/plugins/azure-sdk-python/skills/azure-search-documents-py/SKILL.md
What it does
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search".
Skill instructions
Azure AI Search SDK for Python Full-text, vector, and hybrid search with AI enrichment capabilities. Installation bash pip install azure-search-documents Environment Variables bash AZURESEARCHENDPOINT=https://<service-name.search.windows.net Required for all auth methods AZURESEARCHINDEXNAME=<your-index-name Required for all auth methods AZURETOKENCREDENTIALS=prod Required only if DefaultAzureCredential is used in production AZURESEARCHAPIKEY=<your-api-key Only required for the legacy API-key auth path below Authentication & Lifecycle 🔑 Two rules apply to every code sample below: 1. Prefer DefaultAzureCredential. It works locally (Azure CLI / VS Code / Developer CLI) and in Azure (managed identity, workload identity) with no code change. Avoid connection strings, account/API keys — they bypass Entra audit and rotation. - Local dev: DefaultAzureCredential works as-is. - Production: set AZURETOKENCREDENTIALS=prod (or AZURETOKENCREDENTIALS=<specificcredential) to constrain the credential
Verified compatibility and discovery
Frequently asked questions
What is azure-search-documents-py?
azure-search-documents-py is a open-source AI agent skill with Copy skill directory. Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.
Who is azure-search-documents-py best for?
azure-search-documents-py is best for reusing agent instructions, scripts, and references, security review workflows, research workflows.
How do I install azure-search-documents-py?
Install or run azure-search-documents-py using Copy skill directory. Check azure-search-documents-py for the latest setup command.
Is azure-search-documents-py actively maintained?
azure-search-documents-py may need a closer maintenance check before production use.
Project health auto-fetched from the source repository.
Maintain this resource?
Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.
