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@b3c238e
by microsoftmicrosoft/skills3.1k stars
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Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.

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Use this Skill: https://skilld.dev/gh/microsoft/skills/azure-ai

This session only. Nothing lands on disk.

referencessdkazure-search-documents-dotnet.md

≈334 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Azure AI Search — .NET SDK Quick Reference

Condensed from azure-search-documents-dotnet. Full patterns (FieldBuilder, hybrid search, semantic answers) in the azure-search-documents-dotnet plugin skill if installed.

Install

dotnet add package Azure.Search.Documents

Quick Start

using Azure.Search.Documents;
using Azure.Search.Documents.Indexes;
var client = new SearchClient(new Uri(endpoint), indexName, credential);

Non-Obvious Patterns

  • FieldBuilder + model attributes ([SimpleField], [SearchableField], [VectorSearchField]) for type-safe index definitions
  • VectorizedQuery for vector search; set via SearchOptions.VectorSearch.Queries
  • Semantic answers: result.Value.SemanticSearch.Answers / captions on each result

Best Practices

  1. Use DefaultAzureCredential for local development only. In production, use ManagedIdentityCredential — see auth-best-practices.md
  2. Use FieldBuilder with model attributes for type-safe index definitions
  3. Use CreateOrUpdateIndexAsync for idempotent index creation
  4. Batch document operations for better throughput
  5. Use Select to return only needed fields
  6. Configure semantic search for natural language queries
  7. Combine vector + keyword + semantic for best relevance

Source: SKILL.md on GitHub

Third-party checks

1 warning16d4 checks · Risk SAFE
  • Gen Agent Trust Hub16d

    This skill consists entirely of documentation, architectural quick references, and SDK code samples for Azure AI Services. It does not include any executable code or unexpected behavioral patterns. Security best practices, such as employing managed identities and avoiding hardcoded credentials, are actively promoted within the references.

  • Socket16d

    No alerts

  • Snyk16d

    Risk: LOW · No issues

  • Runlayer7mo

    15/15 files flagged

Provenance

Signed by skilld at b3c238e. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 20 hours ago.

Activeupdated 2 months ago

Capability

metadata
{
  "author": "Microsoft",
  "version": "1.2.1"
}

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