TABI Translation API

This API translates text from English to Indonesian using a pre-trained machine learning model. The service is hosted on Google Cloud Run for efficient, real-time translation.

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Datasets and Model

Model

• Translation Model (MT.h5):
  Download Here

Datasets

• English Source Dataset:
  Download OpenSubtitles.en-id.en
• Indonesian Target Dataset:
  Download OpenSubtitles.en-id.id

Tokenizers

• Input Tokenizer:
  Download input_tokenizer.pkl
• Output Tokenizer:
  Download output_tokenizer.pkl

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API Specification

Base URL

https://translate-api-65059410484.asia-southeast2.run.app

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Endpoint: Translate Text

Request

Method:GET
URL:/translate

Query Parameters:

Parameter	Type	Required	Description	Example
text	string	Yes	The text to translate (UTF-8)	good morning

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Response

Status Code:200 OK

Content-Type:application/json

Response Body:

{
"input_text": "good morning",
"translated_text": "selamat pagi."
}

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Example Usage

Using cURL

curl "https://translate-api-65059410484.asia-southeast2.run.app/translate?text=good%20morning"

Response:

{
"input_text": "good morning",
"translated_text": "selamat pagi."
}