The API can easily be used from any programming language, since it’s based on HTTP and returns simple-structured JSON data. It supports more than 30 languages, including English, French, Spanish, and German. ^ SKILL 2018 : Fachwissenschaftlicher Informatik-Kongress, Studierendenkonferenz Informatik, 26.-27. LanguageTool supports several languages to a different degree. Get developer access to the same technology that powers our Premium grammar, style, and spelling checker.^ "Integration On Websites – LanguageTool Wiki".For a description of standard objects and modules, see The Python Standard. It helps to have a Python interpreter handy for hands-on experience, but all examples are self-contained, so the tutorial can be read off-line as well. "A Rule-Based Style and Grammar Checker" (PDF). This tutorial introduces the reader informally to the basic concepts and features of the Python language and system. ^ "LanguageTool - Spell and Grammar Checker".More recent developments rely on large n-gram libraries that offer suggestions for improving misspellings with the help of artificial neural networks. XML-based rules can be created using an online form. ![]() Error detection succeeds with a variety of rules based on XML or written in Java. Therefore, it is easy to invent ungrammatical sentences that LanguageTool will still accept. LanguageTool does not check a sentence for grammatical correctness, but whether it contains typical errors. Its web app client can also be integrated on websites. LanguageTool web service can be used via a web interface in a web browser, or via a specialized client-side plug–ins for Microsoft Office, LibreOffice, Apache OpenOffice, Vim, Emacs, Firefox, Thunderbird, and Google Chrome. LanguageTool Premium also uses n-grams as part of its freemium business model. As such, LanguageTool is also offered as a web service that does the processing of 'n-grams' data on the server-side. Some languages use ' n-gram' data, which is massive and requires considerable processing power and I/O speed, for some extra detections. The core app itself is free and open-source and can be downloaded for offline use. Based on error detection patterns, rules are created and then tested for a given text. It now supports 31 languages, each developed by volunteer maintainers, usually native speakers of each language. It was started by Daniel Naber for his diploma thesis in 2003 (then written in Python). The LanguageTool website connects to a proprietary sister project called LanguageTool Premium (formerly LanguageTool Plus), which provides improved error detection for English and German, as well as easier revision of longer texts, following the open-core model. ![]() LanguageTool is a free and open-source grammar, style, and spell checker, and all its features are available for download.
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