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FO Translator

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FO Translator is a Chrome browser extension powered by generative AI technology, specifically designed to enhance the quality of web page text translation. It employs a reflective workflow inspired by the “translation-agent,” combining multi-stage prompt engineering with OpenAI-compatible APIs (supporting local models like Ollama or third-party service endpoints), significantly addressing the stiffness and unnaturalness of traditional machine translation and producing output that aligns more closely with native-speaker expression. The tool emphasizes privacy protection—collecting no logs itself—and is open-source and secure, making it suitable for diverse user groups such as students, travelers, and international business professionals.

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What is FO Translator?

FO Translator is an AI translation browser extension that supports OpenAI-compatible APIs and utilizes an agent-based reflective translation workflow. Users simply select text on a webpage and click the 🌐 icon to obtain more natural, accurate translations.

By default, the extension disables the reflection feature to improve performance; users can manually enable it in settings and customize prompts for each stage. All data processing occurs locally or at the user-specified API endpoint, and the developers explicitly state that they do not collect, sell, or use user data for any other purposes.

Key features

  • 🧠 Agent-Based Translation: Inspired by Andrew Ng’s ‘translation-agent’ reflective workflow, this approach generates more natural, contextually rich translations through a multi-stage process of translation–reflection–optimization.

  • ✨ Highly Configurable API: Supports any OpenAI-compatible interface, including locally running Ollama models or endpoints from various cloud service providers, giving users full control over model selection and data flow.

Use cases and audience

Students, travelers, corporate users, and anyone looking to experience AI-powered translation

  • AI Translation Proxy Polish: Enhancing Text Naturalness and Contextual Appropriateness Through Reflective Workflows
  • OpenAI-Compatible API Integration: Supports local models (such as Ollama) or third-party server endpoints
  • Instant Web Page Translation: Select text on any webpage, click the icon, and receive an optimized translation
Input

Any selected text on a webpage

Output

Natural, idiomatic target-language translations polished by AI

Frequently asked questions

Does FO Translator collect user data?

FO Translator does not collect any logs itself; it prioritizes privacy, is fully open-source, and explicitly states that it does not sell data to third parties.

Can the translation prompts be customized?

Yes, you can enable the reflection feature in the settings and customize the prompts at each stage to achieve personalized translation control.

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