Learning a foreign language is challenging due to limited resources and diverse learner needs. This project leverages AI to provide personalized language learning solutions, focusing on Oral Proficiency Interview preparation. AI-driven conversation practice enhances engagement and simulates real-world language scenarios. Other key features include AI-driven exercises and conversational feedback to build confidence and proficiency.
Unfortunately, we did not have access to OpenAI API key in the beginning which made it difficult to implement certain features. Solution: Pivoted using mainly ConvAI for all AI API related features. The problem with ConvAI is that we were limited to 100 free interactions per day. Which makes it hard to test on a large scale, and evaluate the application’s performance or user experience under realistic conditions.
This project utilizes ConvAI to develop an adaptive, AI-powered solution that addresses the challenges of limited language learning resources and the diverse needs of learners. By integrating Convai’s advanced natural language processing and real-time conversational capabilities, the application provides an immersive learning experience tailored to each user’s skill level and progress. Through dynamic, context-aware interactions, users engage in simulated Oral Proficiency Interview (OPI) scenarios, helping them improve their conversational fluency, and comprehension with personalized, immediate feedback. ConvAI’s ability to process inputs and deliver realistic, adaptive responses makes it a valuable tool for learners seeking a more engaging and effective way to practice languages. With features like real-time feedback, role-playing conversations, and situational dialogues, this application enables learners to build confidence and proficiency in practical language use.
Since this is a sponsored project, I’m unable to publicly share the details of the repository or code base. But please take a look at the video below.