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azure-ai

知识检索

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.

300.1k

下载量

AI SkillHub 能力展示图

安装方式

命令行安装

在项目根目录执行以下命令，完成 Skill 安装。

npx bzskills add microsoft/azure-skills --skill azure-ai

skill.md

name: azure-ai
description: '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.'
license: MIT
metadata:
    author: Microsoft
    version: "1.1.1"

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](references/sdk/azure-search-documents-py.md) | [TypeScript](references/sdk/azure-search-documents-ts.md) | [.NET](references/sdk/azure-search-documents-dotnet.md)
  • OpenAI: [.NET](references/sdk/azure-ai-openai-dotnet.md)
  • Vision: [Python](references/sdk/azure-ai-vision-imageanalysis-py.md) | [Java](references/sdk/azure-ai-vision-imageanalysis-java.md)
  • Transcription: [Python](references/sdk/azure-ai-transcription-py.md)
  • Translation: [Python](references/sdk/azure-ai-translation-text-py.md) | [TypeScript](references/sdk/azure-ai-translation-ts.md)
  • Document Intelligence: [.NET](references/sdk/azure-ai-document-intelligence-dotnet.md) | [TypeScript](references/sdk/azure-ai-document-intelligence-ts.md)
  • Content Safety: [Python](references/sdk/azure-ai-contentsafety-py.md) | [TypeScript](references/sdk/azure-ai-contentsafety-ts.md) | [Java](references/sdk/azure-ai-contentsafety-java.md)

Service Details

For deep documentation on specific services: