> 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.

## Python SDK Long Audio Support

Model APIs

Our Python SDK now supports processing long audio files up to 1 hour in duration through both synchronous and asynchronous methods.

Ideal for processing:

* Meetings, interviews, and call center recordings
* Large-scale content processing pipelines

Key Features:

* Support for files up to 1 hour long
* Speaker diarization and chunk-level timestamp support

## STT WebSocket Start and End Events

Model APIs

The Start Event and End Event is now returned by STT/STTT WebSockets, enabling better control and event handling in real-time transcription.