Welcome to Sarvam Model APIs Documentation

Sarvam AI gives you production-ready APIs for transcription, translation, transliteration, text-to-speech, and conversational AI, tuned for Hindi, Tamil, Telugu, and every major Indian language, including code-mixed input.

Get Started

Quickstart (< 5 minutes)

Get your API key and make your first request in under 5 minutes, with setup and code examples for every SDK.

API Reference

Browse full REST and WebSocket specs for every endpoint, with request and response schemas.

Explore by API

Speech-to-Text

Transcribe, translate, and caption audio in real time or batch with Saaras v3, across code-mixed and regional speech.

Text-to-Speech

Generate natural, expressive speech in Indian languages with Bulbul v3’s 30+ voices, streamed or batch.

Chat Completion

Build conversational AI with Sarvam-105B, tuned for deep Indic language reasoning.

Text Processing

Translate, transliterate, and detect languages across 22+ Indian languages with Mayura and Sarvam-Translate.

Document AI

Turn PDFs, scans, and handwritten documents into structured, searchable data with Sarvam Vision. Digitise a whole document, or extract just the fields you define.

Document Translation

Translate whole PDF, Word, spreadsheet, presentation, and web page files into 23 languages, layout preserved.

Dubbing

Localize video and audio into Indian languages with speaker voice cloning, tone control, and multi-format exports.

Voice Cloning

Generate speech in a cloned voice from a short reference clip, in 12 Indian languages, with cross-lingual cloning.

Learn More

Models

Specialized models for Indian languages, from speech processing to text generation and translation.

Sarvam AI Cookbook

Step-by-step tutorials and code examples, from basic usage to advanced implementations.

Resources

Authentication: Add your API subscription key, or a Bearer token, to every request header.
SDKs & Libraries: Official Python and JavaScript clients, with async, retries, and streaming built in.
Errors & Troubleshooting: Error codes, retry strategies, and fixes for the issues you’ll actually hit.
Rate Limits: Concurrency limits by plan tier, and how to handle 429s.
Pricing: Rates for every API, in Indian Rupees.
Changelog: New features, model updates, and breaking changes.
Talk to us: Reach the team by email for bugs, feature requests, and enterprise questions.
Discord: Early access to new releases, biweekly challenges, office hours with the team, and India’s AI builder community.