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TensorLate!

A simple and clean TensorFlow-driven German to English translate using a custom-trained Transformer model from scratch repo and accessed through an API built with FastAPI backend repo.

Features

  • Translate German text to English via API
  • Frontend built with Next.js and Tailwind CSS
  • Backend with FastAPI

Demo

Backend API (FastAPI) (repo)

The frontend expects a POST endpoint at:

POST /translate
Content-Type: application/json
Body: { "text": "Ich bin klug" }

Response:

{ "translation": "I am smart" }

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frontend for the attention model using Nextjs

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