> 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.

## New and Improved Extract

Doc Agents

Extract is now more accurate across Indic, English, and mixed-language documents, with lower latency and support for longer documents. Every extracted value now includes a citation to its source, viewable in the UI, so each field can be verified at a glance. Extract rate limits have also been increased. Get started with the [Document AI overview](/api/api-guides-tutorials/document-intelligence/overview).