4+ hour, 27+ min ago   (481+ words) Realtime Speech-to-Text API Sarvam API Docs Speech, text & chat model APIs - How this differs from the legacy Streaming API saaras:v3-realtime is Sarvam’s WebSocket streaming model for voice agents and live transcription: real interim (partial) transcripts as the user speaks,…...

5+ day, 6+ hour ago   (133+ words) Sarvam API Docs Speech, text & chat model APIs Dubbing uses BCP-47 codes for both the source language (spoken in your file) and the target languages you want back. In the REST body those fields are src_lang / target_langs; in the Python SDK they…...

5+ day, 6+ hour ago   (534+ words) Speech, text & chat model APIs The Dubbing API takes a source video or audio file and returns a fully localized version in one or more Indian languages, transcribed, translated, re-voiced, and re-mixed back onto the original timeline. Optionally, it clones…...

1+ week, 4+ day ago   (315+ words) Speech, text & chat model APIs LangChain is a Python framework for building LLM applications, giving you a single set of interfaces (invoke, stream, bind_tools, with_structured_output, and more) that work the same way across different model providers. Instead of learning each provider’s own…...

1+ week, 4+ day ago   (98+ words) Speech, text & chat model APIs An assistant’s training data goes stale, and Sarvam’s SDK has a few patterns that don’t match what a model expects from an OpenAI-shaped client: Each skill is a short SKILL.md covering only these corrections,…...

2+ week, 5+ day ago   (868+ words) Extract & digitise documents Extract and digitise any document in Hindi, Bengali, Tamil, Telugu, English, and 18 more Indian languages. No code required. Under the hood, Sarvam Vision powers all extraction and digitisation: a 3B-parameter document-intelligence model with SOTA accuracy on 22 Indian…...

3+ week, 4+ day ago   (163+ words) Want to test your own text? Head to dashboard.sarvam.ai to generate live previews with custom input. Not sure which voice to pick? Best Practices: Speaker Selection ranks every voice by measured pronunciation accuracy (CER) and recommends the best…...

2+ mon, 2+ day ago   (265+ words) Errors & Troubleshooting Sarvam AI Docs Use this page when a request fails or behaves unexpectedly. Endpoint reference pages document per-field validation; this page explains what failed, how to fix it, and how to retry safely. Most REST errors return JSON:…...

2+ mon, 2+ day ago   (159+ words) The Sarvam docs expose a Model Context Protocol (MCP) server. Connect it to your AI coding assistant and the assistant can search the live documentation on demand — so the code it writes uses the right models, parameters, and endpoints instead…...