> 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.

## Translation & Transliteration Schema Update

Model APIs

Translation and Transliteration APIs will now automatically detect the input language.

* Responses now include `source_language_code`
* Improves handling of multilingual and code-switched inputs
* Enables simplified workflows with less manual language tagging

## SarvamParse "Small" Mode Introduced

Model APIs

A lightweight variant of SarvamParse is now available.

* Lower cost
* Faster response time
* Ideal for real-time or cost-sensitive applications

## LID API Released

Model APIs

The new Language Identification (LID) endpoint detects both **language** and **script** from raw input text.

* Supports multiple Indian and international languages
* Detects script types like Latin, Devanagari, Kannada, and more
* Full API Reference: [LID API Docs](https://docs.sarvam.ai/api/endpoints/language-identification)
* Cookbook: [Language Identification Notebook](https://docs.sarvam.ai/api/api-guides-tutorials/text-processing/language-detection)