> 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 v3 for Speech to Text Model APIs Migrated STT to `saaras:v3` and introduced a new `mode` parameter to control transcription behavior. v3 improves accuracy and expands language coverage; ASR v3 is also now available through the SDKs. ## Bulbul v3 Stable Release Model APIs Promoted the Bulbul TTS model from `bulbul:v3-beta` to the stable `bulbul:v3`. Update your `model` value from the beta tag to `bulbul:v3`, which is now production-ready. ## Document Digitization in SDKs Model APIs Added Document Digitization support to the Python and JavaScript SDKs, so document parsing can be called through the official clients.