AI-powered Translation Suggestion System

This prototype illustrates a minimal end-to-end workflow for generating and validating translation suggestions using a configurable service layer, hash-based caching, and placeholder protection for structured content elements.

Source Content (English)

Target Language

Translated Output (Editable) I reviewed image alt-text translation.

Settings

Configure automatic translation and language-provider settings.

Enable Automatic Translation

Language Provider Settings

Language	Translation Provider

Submission Complete

Submitted and stored in DB.