Vyakarana Grammar Checker

The Vyakarana Grammar Checker analyzes Hindi text for Vyakarana accuracy, syntax, punctuation, and stylistic clarity. It targets writers, editors, educators, and content teams producing Hindi content across blogs, reports, textbooks, and social media. It supports standard Hindi and Hinglish inputs, recognizing common transliterations and mixed-script usage while preserving the original text. For each detected issue, it provides a concise rule-based explanation and a suggested replacement, enabling rapid, explainable edits. The goal is to raise linguistic quality without requiring a professional editor for every draft.
Core processing combines tokenization, part-of-speech tagging, dependency cues, and a curated rule set for Devanagari and roman-script inputs. It flags subject–verb agreement, misused particles, incorrect case endings, punctuation placement, and capitalization, then offers alternative phrasings with brief rationales. Advanced mode can apply a configurable rule subset, batch checks, and generate structured correction logs for integration via API. All outputs include the revised text and a list of edits with explanations and confidence scores.
Intended users include content creators, teachers, QA teams, and language learners who need fast, repeatable grammar checks. Unique value comes from locale-aware Hindi rules, Hinglish handling without full translation, and explicit explanations that support learning. Use cases cover drafting, proofreading, and linting for educational materials and professional communications. The tool emphasizes privacy by processing input text without sending it to external services and supports export to plain text or structured formats for reviews and archival.