> 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 Parse API Released

Model APIs

A new API that transforms PDF documents into structured data.

* Accepts PDF input and returns base64-encoded XML
* Useful for information extraction, content indexing, and document analysis
* API Reference: [Sarvam Parse Docs](https://docs.sarvam.ai/api/endpoints/sarvam-parse)
* Cookbook: [Parse PDF Notebook](https://github.com/sarvamai/sarvam-ai-cookbook/tree/main/getting-started/doc-intelligence)

## Doc Translate API Released

Model APIs

Translate full PDF documents and receive structured translated output.

* Returns translated content as base64-encoded XML
* Ideal for cross-lingual access to documents in enterprise, government, or education
* API Reference: [Doc Translate Docs](https://docs.sarvam.ai/api/endpoints/doc-translate)
* Cookbook: [Doc Translate Notebook](https://github.com/sarvamai/sarvam-ai-cookbook/tree/main/getting-started/doc-intelligence)

## STT Max Duration Limit Updated

Model APIs

To improve responsiveness and lower latency for all users, the maximum duration per STT request has been updated.

* New limit: 30 seconds per request (previously 8 minutes)
* Applies to both `saaras` and `saarika` models
* For longer audio requirements, contact the team to explore tailored solutions