> 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. ## `saaras:v4` on the Realtime API Model APIs `saaras:v4` is now available on the [Realtime API](/api/api-guides-tutorials/speech-to-text/realtime-streaming) alongside `saaras:v3-realtime`, with the same connection parameters and message protocol. `saaras:v3-realtime` remains the default.