azure-ai

Azure AI Search, Speech, OpenAI और Document Intelligence सेवाओं तक एकीकृत MCP टूल के माध्यम से पहुँचें। AI Search पूर्ण-पाठ, वेक्टर, हाइब्रिड और सिमैंटिक खोज का समर्थन करता है, जिसमें एंटिटी निष्कर्षण और OCR के लिए अंतर्निहित AI संवर्धन शामिल है। Speech सेवा रीयल-टाइम और बैच स्पीच-टू-टेक्स्ट ट्रांसक्रिप्शन, न्यूरल वॉइस के साथ टेक्स्ट-टू-स्पीच संश्लेषण और स्पीकर डायराइज़ेशन को संभालती है। MCP टूल इंडेक्स

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 | 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:

AI Search indexing and queries -> Azure AI Search documentation
Speech transcription patterns -> Azure AI Speech documentation