In our interconnected world, language proficiency is crucial for communication and cultural exchange. Digital tools like Duolingo and Babbel have revolutionized language learning. This paper introduces Fluency Mentor, an AI-driven application using the Generative AI Technologies Like ChatGPT & Gemini API to offer personalized lessons, interactive exercises, and instant feedback, fostering a supportive community for continuous improvement and global engagement. Going beyond standard memorization, this method focuses on genuine future-speaking ability with real-life conversation practice driven by AI. Additionally, Fluency Mentor uses Natural Language Processing (NLP) to personalize content and feedback based on the user to ensure great learning experience thus helping our users learn faster.
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Tiwari et al. (2024) studied this question.
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