Translation Queries

Contributor: Shihao Liang

NLLB as translation tool:

Language code should be included in queries in case the NLLB model cannot recognize the target language.
Default source language is English. Change the nllb model path and source language in host_local_tools.py by passing a dict like this: {"model": ${your_nllb_path}, "src_lang": "eng_Latn"}
Refer to paper No Language Left Behind: Scaling Human-Centered Machine Translation for all supported languages.

Translator Info Tool

This tool allows you to translate a given text from one language to another.

Setup

The tool is initialized with the following parameters:

name_for_model: "Translator Info"
description_for_model: "Plugin for translating text from one language to another."
logo_url: "https://your-app-url.com/.well-known/logo.png"
contact_email: "[email protected]"
legal_info_url: "[email protected]"

Model

The tool uses a model for translation. The base model is "facebook/nllb-200-distilled-600M" and the source language is "eng_Latn" by default. You can change these parameters in the config.

Endpoint

The tool provides the following endpoint:

/get_translation: Translate a given text from one language to another. The input should be a text string or a list of text strings, the target language, and the maximum length of the translated text.

Function Description

get_translation(input_text: str or list, tgt_lang: str, max_length: int) -> str or list: This function translates a given text from one language to another. The input_text should be a string or a list of strings, tgt_lang should be a string representing the language code, and max_length should be an integer. The function returns the translated text or a list of translated texts.

BAIDU translate api as translation tool:

Set your APP ID and Secert Key in secret_keys.sh.
Language code should also be included in queries.
Refer to Baidu translate for all supported languages.

Translator Info Tool with Baidu