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AGENT SKILL

azure-ai

Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech.

使用场景Skill与智能体开发
License 许可
MIT
所属仓库
microsoft/skills
最近更新
2026-11-11
Stars
★ 3.2k
Forks
364

01 前言 Front Matter

name
azure-ai
license
MIT
metadata
{ "author": "Microsoft", "version": "1.2.3" }
description
Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech.

02 资源文件 26

03 SKILL.md 正文

Azure AI Services

Services

Service Use When MCP Tools CLI
AI Search Full-text, vector, hybrid search azure__search az search
Speech Speech-to-text, text-to-speech, SDK logs azure__speech -
OpenAI GPT models, embeddings, DALL-E - az cognitiveservices
Document Intelligence Form 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: In Copilot CLI or Claude Code, ask the user to run /mcp and enable Azure MCP; in other hosts, ask the user to enable Azure MCP through the host's MCP configuration.

AI Search Capabilities

Feature Description
Full-text search Linguistic analysis, stemming
Vector search Semantic similarity with embeddings
Hybrid search Combined keyword + vector
AI enrichment Entity extraction, OCR, sentiment

Speech Capabilities

Feature Description
Speech-to-text Real-time and batch transcription
Text-to-speech Neural voices, SSML support
Speaker diarization Identify who spoke when
Custom models Domain-specific vocabulary
Client SDK diagnostics Speech SDK client diagnostics for log collection, offline analysis, features, and session/result IDs (no MCP or login required)

SDK Quick References

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

Service Details

For deep documentation on specific services:

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