AI-Agentic Machine Translation is an open-source framework designed for research and development in machine translation. It orchestrates three core agents—a generator, an evaluator, and a refiner—to collaboratively produce, assess, and refine translations. Built on PyTorch and transformer models, the system supports supervised pre-training, reinforcement learning optimization, and configurable agent policies. Users can benchmark on standard datasets, track BLEU scores, and extend the pipeline with custom agents or reward functions to explore agentic collaboration in translation tasks.

DeepL is an advanced translation service that leverages artificial intelligence to deliver accurate and fluent translations. It supports a wide range of languages and is known for its high quality and contextual accuracy. Users can translate documents, text, or webpages effortlessly. DeepL also offers features like customization and tone adjustment to cater to different needs, whether professional or personal.

Manga Translator is a cutting-edge extension that leverages AI technology to translate manga, manhwa, and manhua with high accuracy and speed. Supporting 135 languages, the tool employs advanced algorithms, including ChatGPT, to deliver precise translations that retain the original essence and quality of the comics. This extension is a must-have for international manga enthusiasts wanting to access a broader range of content.