LanguaGuide -Your personalized AI companion for mastering languages, anytime, anywhere.

Abstract

LanguaGuide is a groundbreaking chatbot pro- grammed to transform language learning. With the incorporation of interactive features such as analysis, assessment, games, and tests, it offers an interactive and personalized learning experience. LanguaGuide seeks to make language learning accessible, fun, and effective for users of all ages. This project attempts to overcome the limitations of conventional approaches, bringing a new solution that adjusts according to personal learning style and requirements, ultimately improving proficiency and retention. In- dex Terms—Natural Language Processing (NLP), Chatbot- based Learning, Machine Translation, DialoGPT-medium, Helsinki- NLP, MongoDB, Text Preprocessing, Multilingual Data, Speech Recognition