Language AI workflow · Draft

Indic Translation & Summarization Engine

A draft workflow for routing Indic-language translation and summarization through selectable generator and evaluator models.

What it delivers

  • Provider-neutral model routing.
  • Translation and summarization execution.
  • An evaluator loop that can request corrections.

How it works

  1. Provide an Indic-language transcript.
  2. Choose generator and evaluator models.
  3. Generate the English summary.
  4. Review and revise against evaluator feedback.

Cost and dependencies

Local models can be free; hosted model costs vary by provider and usage.

Important boundaries

  • Draft and not yet verified for production use.
  • It does not acquire source transcripts, and weak model combinations may fail to converge.