> 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.

## Removed Model Variants

Model APIs

Retired the fixed-context `sarvam-30b-16k` and `sarvam-105b-32k` variants. The base `sarvam-30b` and `sarvam-105b` models now serve their full context windows (64K and 128K tokens), so you no longer need to pick a context-specific variant.

## Document Intelligence is Now Document Digitization

Model APIs

Document Intelligence has been renamed to **Document Digitization** and repriced to ₹0.5/page, down from ₹1.5/page, making bulk document processing significantly cheaper.

## Free Credits for New Accounts

Model APIs

New accounts now receive ₹100 in free credits (previously ₹1,000) - worth noting if you provision trial accounts programmatically.