> Sarvam Voice Agents (Samvaad) is a voice AI agent platform for Indian languages: build, test and deploy AI calling agents on your own phone numbers, from ₹3 a minute. Start here: https://docs.sarvam.ai/voice-agents/why-voice-agents.
> For clean Markdown of any page, append `.md` to the page URL.
> For a complete documentation index, see https://docs.sarvam.ai/llms.txt. For a section index, append `/llms.txt` to any section URL (for example https://docs.sarvam.ai/voice-agents/llms.txt).
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.sarvam.ai/_mcp/server.

# Models

## Docs

- [Saaras](https://docs.sarvam.ai/api/api-guides-tutorials/models/saaras.md): Saaras v3 and v4 - Domain-aware speech translation models that convert speech directly to English text with enhanced telephony support and intelligent entity preservation.
- [Bulbul](https://docs.sarvam.ai/api/api-guides-tutorials/models/bulbul.md): Bulbul v4 Flash (latest) and Bulbul v3 - High-quality multilingual text-to-speech for Indian languages with natural prosody and a large catalog of speaker voices.
- [Sarvam-105B](https://docs.sarvam.ai/api/api-guides-tutorials/models/sarvam-105b.md): Sarvam-105B - 105B parameter flagship multilingual language model delivering state-of-the-art performance on Indian language understanding, reasoning, and generation tasks.
- [Mayura](https://docs.sarvam.ai/api/api-guides-tutorials/models/mayura.md): Mayura - Advanced multilingual translation model for Indian languages with customizable translation styles, script control, and intelligent code-mixed content handling.
- [Sarvam Translate](https://docs.sarvam.ai/api/api-guides-tutorials/models/sarvam-translate.md): Sarvam Translate - Comprehensive translation model supporting all 22 official Indian languages with formal translation style and structured text optimization.
- [Sarvam Vision](https://docs.sarvam.ai/api/api-guides-tutorials/models/sarvam-vision.md): Sarvam Vision - A 3B parameter multimodal model delivering world-class Document Intelligence and visual understanding with unmatched accuracy for 23 languages (22 Indian + English).
- [Saarika](https://docs.sarvam.ai/api/getting-started/models/saarika.md): Saarika v2.5 - High-accuracy speech recognition model for Indian languages with superior multi-speaker handling, telephony optimization, and automatic code-mixing support.
- [Sarvam-30B (Deprecated)](https://docs.sarvam.ai/api/getting-started/models/sarvam-30b.md): Sarvam-30B - 30B parameter multilingual language model optimized for Indian languages with strong reasoning, coding, and conversational capabilities. Deprecated; migrate to Sarvam-105B.
- [Sarvam-M (Deprecated)](https://docs.sarvam.ai/api/getting-started/models/sarvam-m.md): Sarvam-M - deprecated 24B parameter multilingual, hybrid-reasoning language model with strong Indian language benchmark performance.