Replicate Integration

To make learning interactive, we implemented an AI-driven course generation system using OpenAI’s GPT model. Here’s how it works:

1. Users select a topic (e.g., “Questions to ask at a barbecue”).
2. Lovable calls an OpenAI Edge function to generate 10 engaging Spanish-language questions.
3. Users complete quizzes, track progress, and receive AI feedback on their answers.

• Dynamically Generated Questions: Each quiz is AI-generated, ensuring fresh, unique content every time.
• Interactive Feedback: The AI provides explanations for correct and incorrect answers to improve learning.
• Progress Tracking: Users can save and revisit courses, enhancing retention and practice.

To add a visual learning element, we integrated Replicate’s Flux Schnell image generation model:

• Automated Course Banners: Every course dynamically generates an image matching the topic.
• Visually Immersive Experience: AI-driven visuals enhance user engagement and retention.
• Fast Image Processing: Using Replicate’s API, images are generated in real time without slowing down the experience.

A major milestone in the app’s development was the addition of real-time Spanish-speaking practice using OpenAI’s real-time WebRTC API :

• Interactive AI Tutor: Users can speak directly with an AI that dynamically responds in Spanish.
• Pronunciation Assistance: The AI provides real-time corrections and suggestions.
• Seamless Conversations: The natural flow of conversation makes it feel like interacting with a human tutor.