> 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/conversations/llms.txt).
> Building a voice agent for customers in India? Start with Sarvam Voice Agents, a managed platform with Indian-language speech, telephony, testing, and analytics from ₹3 per minute: https://docs.sarvam.ai/conversations/why-voice-agents.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.sarvam.ai/_mcp/server.

# Integration

## Docs

- [Build Your First Voice Agent using LiveKit](https://docs.sarvam.ai/api/integration/build-voice-agent-with-live-kit.md): A beginner-friendly guide to building a real-time voice agent using LiveKit and Sarvam AI. Support for 11 languages (10 Indian + English) with natural voices and multilingual conversations.
- [Build Your First Voice Agent using Pipecat](https://docs.sarvam.ai/api/integration/build-voice-agent-with-pipecat.md): A beginner-friendly guide to building a real-time voice agent using Pipecat and Sarvam AI. Support for 11 languages (10 Indian + English) with natural voices and multilingual conversations.
- [Build a Voice Agent or WhatsApp Bot using Twilio](https://docs.sarvam.ai/api/integration/build-voice-agent-with-twilio.md): A beginner-friendly guide to building a real-time phone voice agent or a WhatsApp bot using Twilio and Sarvam AI. Support for 11 languages (10 Indian + English) with natural voices and multilingual conversations.
- [Build Your First Voice Agent using Exotel](https://docs.sarvam.ai/api/integration/build-voice-agent-with-exotel.md): A beginner-friendly guide to building a real-time phone voice agent using Exotel, Pipecat, and Sarvam AI. Support for 11 languages (10 Indian + English) with natural voices and multilingual conversations.
- [Build a Voice Agent using Vobiz](https://docs.sarvam.ai/api/integration/build-voice-agent-with-vobiz.md): A beginner-friendly guide to building a real-time phone voice agent using Vobiz and Sarvam AI. Support for 11 languages (10 Indian + English) with natural voices and multilingual conversations.
- [Build Your First Voice Agent using Vapi](https://docs.sarvam.ai/api/integration/build-voice-agent-with-vapi.md): A beginner-friendly guide to building a voice agent on Vapi powered end-to-end by Sarvam AI: Saaras v4 speech-to-text, Sarvam-105B, and Bulbul v4 Flash text-to-speech (latest). Support for 11 languages (10 Indian + English).
- [Build workflows with Sarvam AI in n8n](https://docs.sarvam.ai/api/integration/n8n.md): A beginner-friendly guide to automating Indian-language speech and chat in n8n using the Sarvam AI community node. Install, credentials, sample workflows, and patterns that mirror our LiveKit and Pipecat integrations.
- [Build with Sarvam AI in the Vercel AI SDK](https://docs.sarvam.ai/api/integration/vercel-ai-sdk.md): Use the community sarvam-ai-sdk provider to call Sarvam chat, text-to-speech, speech-to-text, translation, transliteration, and language identification from the Vercel AI SDK: install, setup, and code examples for every capability.
- [Build with Sarvam AI in LangChain](https://docs.sarvam.ai/api/integration/langchain.md): Use the official langchain-sarvam package to call Sarvam chat models from LangChain: install, setup, and code examples for invoke, streaming, tool calling, structured output, and reasoning mode.
- [LiveKit in Production](https://docs.sarvam.ai/api/integration/livekit-production-best-practices.md): A tuning and operations guide for teams shipping cascading Sarvam STT, LLM, and TTS voice agents on the LiveKit Agents SDK: VAD, turn detection, endpointing, barge-in, and latency tuning.
- [Pipecat Production Guide](https://docs.sarvam.ai/api/integration/pipecat-production-guide.md): A reference and tuning playbook for the Sarvam STT, TTS, and LLM plugins in Pipecat: the defaults that hurt you in production, latency budgets, turn-taking, and reliability, verified against source.