{"id":"9f054bb1-c8b2-491a-99ee-20bf0e2ac620","shortId":"qgZHDH","kind":"skill","title":"azure-ai","tagline":"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, ","description":"# Azure AI Services\n\n## Services\n\n| Service | Use When | MCP Tools | CLI |\n|---------|----------|-----------|-----|\n| AI Search | Full-text, vector, hybrid search | `azure__search` | `az search` |\n| Speech | Speech-to-text, text-to-speech | `azure__speech` | - |\n| OpenAI | GPT models, embeddings, DALL-E | - | `az cognitiveservices` |\n| Document Intelligence | Form extraction, OCR | - | - |\n\n## MCP Server (Preferred)\n\nWhen Azure MCP is enabled:\n\n### AI Search\n- `azure__search` with command `search_index_list` - List search indexes\n- `azure__search` with command `search_index_get` - Get index details\n- `azure__search` with command `search_query` - Query search index\n\n### Speech\n- `azure__speech` with command `speech_transcribe` - Speech to text\n- `azure__speech` with command `speech_synthesize` - Text to speech\n\n**If Azure MCP is not enabled:** Run `/azure:setup` or enable via `/mcp`.\n\n## AI Search Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Full-text search | Linguistic analysis, stemming |\n| Vector search | Semantic similarity with embeddings |\n| Hybrid search | Combined keyword + vector |\n| AI enrichment | Entity extraction, OCR, sentiment |\n\n## Speech Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Speech-to-text | Real-time and batch transcription |\n| Text-to-speech | Neural voices, SSML support |\n| Speaker diarization | Identify who spoke when |\n| Custom models | Domain-specific vocabulary |\n\n## SDK Quick References\n\nFor programmatic access to these services, see the condensed SDK guides:\n\n- **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)\n- **OpenAI**: [.NET](references/sdk/azure-ai-openai-dotnet.md)\n- **Vision**: [Python](references/sdk/azure-ai-vision-imageanalysis-py.md) | [Java](references/sdk/azure-ai-vision-imageanalysis-java.md)\n- **Transcription**: [Python](references/sdk/azure-ai-transcription-py.md)\n- **Translation**: [Python](references/sdk/azure-ai-translation-text-py.md) | [TypeScript](references/sdk/azure-ai-translation-ts.md)\n- **Document Intelligence**: [.NET](references/sdk/azure-ai-document-intelligence-dotnet.md) | [TypeScript](references/sdk/azure-ai-document-intelligence-ts.md)\n- **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)\n\n## Service Details\n\nFor deep documentation on specific services:\n\n- AI Search indexing and queries -> [Azure AI Search documentation](https://learn.microsoft.com/azure/search/search-what-is-azure-search)\n- Speech transcription patterns -> 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'document':11,90,267,285,297,307 'domain':226 'domain-specif':225 'e':87 'embed':84,183 'enabl':102,158,163 'enrich':190 'entiti':191 'extract':93,192 'featur':169,197 'form':92 'full':61,172 'full-text':60,171 'get':121,122 'gpt':82 'guid':242 'help':13 'hybrid':35,64,184 'identifi':219 'index':110,114,120,123,133,291 'intellig':12,91,268 'java':257,279 'keyword':187 'learn.microsoft.com':299,309 'learn.microsoft.com/azure/ai-services/speech-service/overview)':308 'learn.microsoft.com/azure/search/search-what-is-azure-search)':298 'linguist':175 'list':111,112 'mcp':55,95,100,155 'model':83,224 'net':249,252,269 'neural':213 'ocr':27,94,193 'openai':10,81,251 'pattern':303 'prefer':97 'programmat':233 'python':245,255,260,263,275 'queri':31,130,131,293 'quick':230 'real':204 'real-tim':203 'refer':231 'references/sdk/azure-ai-contentsafety-java.md':280 'references/sdk/azure-ai-contentsafety-py.md':276 'references/sdk/azure-ai-contentsafety-ts.md':278 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