How to customize language pairs for multilingual translation
Tutorial

How to customize language pairs for multilingual translation

Eden AI Products

Eden AI streamlines the utilization and incorporation of AI technologies through its distinctive API, granting access to top-tier AI APIs and a robust management platform. It covers a wide range of AI technologies: Image, Text & NLP, Speech & Audio, OCR & Document Parsing, Machine Translation and Video.

In addition to the varied array of AI technologies offered, users can also add extra products to their software. An excellent example is Eden AI's AI Chatbot Workflow, which allows customization and deployment of language models for data queries.

Eden AI AI workflow solutions

Another noteworthy product is Eden AI's Modeling Language Pairs workflow, which acts as a universal translator. Users can establish their language preferences and translate text using specific language pairs. In this article, you will learn about the Modeling Language Pairs workflow and how to use it on Eden AI.

What is Machine Translation?

Automated Translation, commonly referred to as Machine Translation, is the method of converting text from one language to another without human involvement. For businesses aiming at a worldwide market for their goods or programmes, translation is becoming more and more important. 

These translated documents are often used together with other tools, including Sentiment Analysis, Keyword Extraction, or Text Summarization, which fall under Natural Language Processing.

Developers often face the challenge of building websites that can translate text into multiple languages. Fortunately, Eden AI's Automatic Translation API offers an quick and efficient way to quickly translate text into multiple languages, providing a user-friendly interface for dynamic translation across supported languages. Additionally, it can be employed to detect the language of a given text in scenarios where the original language is unknown.

Introducing Modeling Language Pairs

Eden AI's Modeling Language Pairs workflow is an AI solution that simplifies the process of translating texts. The system automatically selects the optimal provider according to the source and target languages, resulting in a smoother translation experience.

Users input their language preferences, and subsequently, utilizing a distinctive endpoint, requests can be initiated and managed based on these specified preferences.

How to use the Modeling Language Pairs workflow with the Eden AI API?

Step 1. Access the Eden AI API

To start using Eden AI's Modeling Language Pairs workflow you need to create an account on Eden AI for free. Then, you'll be able to get your API key directly from the homepage and use it with free credits offered by Eden AI.

Step 2. Create the project

Begin with setting up a new project and choosing a project name. Eden AI's Modeling Language Pairs gives you the opportunity to handle multiple projects at once.

After project creation, you can begin modifying your language pair preferences, adding or deleting as needed.

By default, a predefined language pair is integrated, signifying that Google will be the designated provider for translating content from English to French.

Step 3. Adding language preferences

You have the flexibility to personalize your language pairs, allowing you to select both the source and target languages. This decision is crucial in determining the most suitable provider for precise translation.

For example, when adding a new language preference, Microsoft can be selected as the main provider for translating from any source language into English. Additionally, Google and IBM can be chosen as backup providers in case of a call error.

Before confirming your language preferences, you can click on "test" to explore the translation features and evaluate your language pair across all available providers. Once you have added this language preference, it is crucial to verify its correct inclusion in your project.

As you can see below, we provide a list of unsupported languages for each provider and fallback provider. For example, Microsoft, Google and IBM comprise 41 languages that may cause errors. Clicking on the number reveals a detailed pop-up showing the specific languages that Microsoft is unable to process as source languages.

Step 4. Translating the Text

With our language preferences in place, you can translate the original text. With the above example, let’s translate the text from French to English, with Microsoft as the designated provider. You can see the translated text in the result section.

Step 5. Integrate the API into your application

With Eden AI's Modeling Language Pairs workflow, you can integrate it into your app using the provided API documentation and guidelines. Eden AI API offers comprehensive documentation and code snippets, enabling smooth integration with your preferred programming language. With the API you can list the projects, create language provider pair, list, update and delete languages and translate.

Step 6. Make API requests

To build a universal translator using Eden AI API, construct an API request with the necessary parameters. Ensure that you adhere to the API's formatting and authentication requirements when making requests.

‍Step 7. Set up your account for more API calls

We offer $5 free credits to get started with our API. Purchase additional credits if needed:

Step 8. Start scaling and monitoring the performance of your API

As your application grows, monitor the performance and scalability of the Modeling Language Pairs template API integrated through Eden AI. Ensure that the API usage remains within acceptable limits and explore options for scaling up or optimizing API calls if necessary.

Regularly review the Modeling Language Pairs template API on Eden AI to take advantage of any new updates or additions.

What are the uses of Modeling Language Pairs template API?

Eden AI's Modeling Language Pairs template has a wide range of uses across various industries and applications. Here are some everyday use cases:

1. Global Customer Support

Improve customer contentment by using Eden AI's Modeling Language Pairs workflow to translate customer questions and service responses, giving effective and precise aid no matter the customer's language.

2. Education

Promote global education by utilising Eden AI's Modeling Language Pairs workflow to translate educational materials, making educational resources available to an international audience and advancing inclusive education.

3. E-Commerce 

Increase the reach of e-commerce platforms globally. Use Eden AI's Modeling Language Pairs workflow to convert product listings automatically, drawing attention from diverse language groups and opening up new sales opportunities.

4. Content Creation

Boost your content creation speed and diversity by using Eden AI's Modeling Language Pairs Translation workflow to automate translations. This tool allows content creators to produce multilingual content quickly and efficiently.

Conclusion

Eden AI's Modeling Language Pairs workflow is a cutting-edge tool harnessing the power of Artificial Intelligence to transform the landscape of language translation. It plays a pivotal role in dismantling language barriers and facilitating seamless multilingual communication.

Through Eden AI's Modeling Language Pairs workflow, industries gain the ability to extend their global reach in customer support, educational content, and e-commerce. As a crucial asset, Eden AI's Modeling Language Pairs template democratizes AI technologies with its user-friendly features, making a significant impact across various industries.

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