Without App Bundle and Dynamic Delivery, users who don’t need ML Kit would have had to download it anyway, impacting install-time delivery. ML Kit not only provides powerful multilingual translation but also supports App Bundle and Dynamic Delivery, which gives users the option to download ML Kit's translation module on demand. Optimizing WPS for ML Kit’s translation API ML Kit is completely free to use, and WPS estimates it's saving roughly $65 million per year by choosing ML Kit over another, paid translation software development kit. What’s more, the other translation services WPS considered were expensive. “We’re very happy to provide these users with the translation services they need through ML Kit.” “WPS has many African users, among whom are speakers of Swahili and Tamil, which are complex languages that aren’t supported by other translation services,” said Zhou Qi, Android team leader at WPS. WPS ultimately chose ML Kit because it could both translate text offline and for each of the languages it serves. The WPS team wanted to ensure all of its users could benefit from text translation, regardless of language or network availability. But the other services the company considered only supported cloud-based translation and couldn’t translate text for some complex languages. When choosing a translation provider, the WPS team looked at a number of popular options. ML Kit provides free, offline translations WPS helps students better learn to read and write foreign languages by providing them with instant, offline translations through ML Kit. Students, who represent 44% of WPS’s userbase, especially rely on translation technology in WPS. According to a WPS data sample on single-day usage, there were 6,762 daily active users using ML Kit to translate 17,808 pages across all 43 of its supported languages. Many WPS users rely on ML Kit’s translation tools when reading, writing, or viewing their documents. To ensure all its users can enjoy the full benefits of the suite and its content in their preferred language, WPS uses the translation API from ML Kit, Google's on-device and production-ready machine learning toolkit for Android development. As a global product, WPS requires a top-notch and reliable in-suite translation technology that doesn’t require users to leave the app. WPS is an office suite software that lets users effortlessly view and edit all their documents, presentations, spreadsheets, and more.
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