---
id: azure-ai
name: "azure-ai"
url: https://skills.yangsir.net/skill/azure-ai
author: microsoft
domain: data-ai
tags: ["automation", "workflow", "azure", "typescript", "python"]
install_count: 154500
rating: 4.80 (2000 reviews)
github: https://github.com/microsoft/azure-skills
---

# azure-ai

> 提供Azure AI服务的指导，涵盖AI搜索、语音识别与合成等功能，帮助用户利用Azure的AI能力构建智能应用。

**Stats**: 154,500 installs · 4.8/5 (2000 reviews)

## Before / After 对比

### Azure AI服务集成前后对比

## Readme

# azure-ai

# 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
`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:** Run `/azure:setup` or enable via `/mcp`.

## 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

## SDK Quick References

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

- **AI Search**: [Python](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-search-documents-py.md) | [TypeScript](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-search-documents-ts.md) | [.NET](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-search-documents-dotnet.md)

- **OpenAI**: [.NET](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-openai-dotnet.md)

- **Vision**: [Python](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-vision-imageanalysis-py.md) | [Java](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-vision-imageanalysis-java.md)

- **Transcription**: [Python](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-transcription-py.md)

- **Translation**: [Python](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-translation-text-py.md) | [TypeScript](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-translation-ts.md)

- **Document Intelligence**: [.NET](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-document-intelligence-dotnet.md) | [TypeScript](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-document-intelligence-ts.md)

- **Content Safety**: [Python](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-contentsafety-py.md) | [TypeScript](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-contentsafety-ts.md) | [Java](https://github.com/microsoft/github-copilot-for-azure/blob/HEAD/plugin/skills/azure-ai/references/sdk/azure-ai-contentsafety-java.md)

## Service Details

For deep documentation on specific services:

- AI Search indexing and queries -> [Azure AI Search documentation](https://learn.microsoft.com/azure/search/search-what-is-azure-search)

- Speech transcription patterns -> [Azure AI Speech documentation](https://learn.microsoft.com/azure/ai-services/speech-service/overview)

Weekly Installs103.6KRepository[microsoft/githu…or-azure](https://github.com/microsoft/github-copilot-for-azure)GitHub Stars157First SeenFeb 4, 2026Security Audits[Gen Agent Trust HubPass](/microsoft/github-copilot-for-azure/azure-ai/security/agent-trust-hub)[SocketPass](/microsoft/github-copilot-for-azure/azure-ai/security/socket)[SnykPass](/microsoft/github-copilot-for-azure/azure-ai/security/snyk)Installed ongithub-copilot103.5Kcodex974gemini-cli958opencode936cursor921kimi-cli918

---
*Source: https://skills.yangsir.net/skill/azure-ai*
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