> 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-M Released

Model APIs

Introduced `sarvam-m`, a 24B open-weights hybrid model based on Mistral Small.

* Available now via [API Playground](https://dashboard.sarvam.ai/playground) and detailed in the [technical blog](https://sarvam.ai/blogs/sarvam-m).
* Benchmarks added to the official documentation.

## Saarika v2.5 Released

Model APIs

Improved voice quality and naturalness in `saarika:v2.5`, now available for use in the STT API.

## TTS WebSocket (Beta)

Model APIs

Real-time streaming TTS now supported via WebSocket for beta users. Contact support to request access.

## Upgraded Developer Dashboard

Model APIs

* Unified dashboard with no-code playground and API key management in one place.
* Easily test endpoints like LLM, TTS, STT, and Translate without writing code.
* Prebuilt examples include Resume Translate and Hinglish Code Debug.

## API Playground Enhancements

Model APIs

* Added full support for live testing of Sarvam-M, Sarvam-Translate, and TTS/STT APIs.
* Playground features instant feedback and parameter tuning without leaving the dashboard.

## Official SDKs Released

Model APIs

* Python: `pip install sarvamai`
* JavaScript: `npm install sarvamai`
* Abstracts away HTTP and response parsing with clean, unified methods across APIs.
* Reduces integration time from hours to minutes.

## Revamped Developer Documentation

Model APIs

* New cookbooks added with real-world SDK use cases including chat completion, translation, and speech.
* Improved API navigation and content structure for faster discovery.
* Code snippets updated for clarity and consistency with latest SDKs.

## Sidebar Navigation Updated

Model APIs

* Exposed core API endpoints directly in sidebar navigation.
* Streamlined structure to help developers reach reference and guides faster.