Description:
This repository provides a simple yet powerful solution for running the Opus-MT (Machine Translation) model for text translation within an AWS Lambda. Opus-MT is a state-of-the-art machine translation system that supports translation between multiple languages, offering high-quality translations for various text inputs.
- SST
- EasyNMT
AWS account
npm i
npx sst deploy
POST /api/translate/{languegeCode}
{
"text": "Insert your text here"
}
Example:
/api/translate/EN
{
"text": "Pytasz, co w moim życiu z wszystkich rzecz główną, Powiem ci: śmierć i miłość – obydwie zarówno. Jednej oczu się czarnych drugiej – modrych boję. Te dwie są me miłości i dwie śmierci moje."
}
Result:
{
"result": "You ask what in my life of all the principal thing, I will tell you: death and love both. One's eyes are black and the other's, I'm afraid. These two are my love and my two deaths."
}
Bear in mind that without pre-loaded models it would initially take around 15s to get first response, translations will by way faster.
- Helsinki University website
- Language Technology Research Group at the University of Helsinki huggingface
- EasyNMT
- Docker image
- SST simple api
- Better validation
- Hide API behind api-key
- Allow opus-models prefetch to reduce cold starts
This project is licensed under the MIT License.