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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.

by microsoft in azure-skillsGitHub ↗
Installs593.1Kdeduplicated source total
8-week historyLatest recorded total per week
GitHub stars1.4Ksource repository
UpdatedSep 22, 2026normalized snapshot

SKILL.md

Azure AI Services

Services

ServiceUse WhenMCP ToolsCLI
AI SearchFull-text, vector, hybrid searchazure__searchaz search
SpeechSpeech-to-text, text-to-speechazure__speech-
OpenAIGPT models, embeddings, DALL-E-az cognitiveservices
Document IntelligenceForm extraction, OCR--

MCP Server (Preferred)

When Azure MCP is enabled:

AI Search

  • azure__search with command search_index_list - List search indexes
  • azure__search with command search_index_get - Get index details
  • azure__search with command search_query - Query search index

Speech

  • azure__speech with command speech_transcribe - Speech to text
  • azure__speech with command speech_synthesize - Text to speech

If Azure MCP is not enabled: Run /azure:setup or enable via /mcp.

AI Search Capabilities

FeatureDescription
Full-text searchLinguistic analysis, stemming
Vector searchSemantic similarity with embeddings
Hybrid searchCombined keyword + vector
AI enrichmentEntity extraction, OCR, sentiment

Speech Capabilities

FeatureDescription
Speech-to-textReal-time and batch transcription
Text-to-speechNeural voices, SSML support
Speaker diarizationIdentify who spoke when
Custom modelsDomain-specific vocabulary

SDK Quick References

For programmatic access to these services, see the condensed SDK guides:

  • AI Search: Python | TypeScript | .NET
  • OpenAI: .NET
  • Vision: Python | Java
  • Transcription: Python
  • Translation: Python | TypeScript
  • Document Intelligence: .NET | TypeScript
  • Content Safety: Python | TypeScript | Java

Service Details

For deep documentation on specific services: