> 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 full documentation content in one file, see https://docs.sarvam.ai/llms-full.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.sarvam.ai/_mcp/server.

## Sarvam-Translate Launched

Model APIs

Released `sarvam-translate:v1`, an open-weights model supporting 22 Indian languages.

## Text Quickstart Updated

Model APIs

Added `sarvam-translate` usage examples to the Python SDK Quickstart and Playground.

## Real-Time STT via WebSocket

Model APIs

Added WebSocket support for live transcription with ultra-low latency in both Python and JavaScript SDKs.

## STT Input Audio Formats Expanded

Model APIs

STT now accepts `mp3`, `wav`, `aac`, `aiff`, `ogg/opus`, `flac`, `mp4/m4a`, and `amr` input formats.

## Batch STT (Alpha)

Model APIs

Introduced alpha support for batch transcription in Python SDK. Install via `pip install sarvamai==0.1.11a2`.

## Saaras & Saarika WebSocket Support

Model APIs

Both `saaras` and `saarika` models now support real-time streaming via WebSocket.

## Real-Time TTS Streaming

Model APIs

Generate speech on the fly using WebSocket streaming. Available in Python and JavaScript SDKs.

## TTS Output Audio Formats Expanded

Model APIs

TTS now outputs in `mp3`, `linear16`, `mulaw`, `alaw`, `opus`, `flac`, `aac`, and `wav`.

## Python SDK v4.23.2

Model APIs

Includes real-time streaming support, batch transcription (alpha), new translation APIs, and model updates.

## JavaScript SDK Updated

Model APIs

Added real-time STT & TTS WebSocket support and updated documentation with streaming quickstarts.

## Sarvam-M Model Added

Model APIs

Introduced `sarvam-m` to the model family.

## Saarika and Saaras Updated to v2.5

Model APIs

`saarika` and `saaras` updated to `v2.5` with character limit improvements and stability enhancements.

## Cookbooks Expanded

Model APIs

Added examples for `sarvam-translate`, updated LID and chat completion cookbooks, updated with the SDK package and refreshed starter notebooks.

## AI-Powered Docs Assistant

Model APIs

Added an AI assistant to the documentation search bar for instant Q\&A and developer support.

## Usage Analytics Dashboard

Model APIs

Released real-time API usage and credit tracking at [dashboard.sarvam.ai/usage](https://dashboard.sarvam.ai/usage).