CourseCrafters | Devpost

Homescreen
Course
AI Mind Map

Inspiration 🌟

CourseCrafters was born out of a recognition of challenges in existing online education platforms. In a world overwhelmed with information, we envisioned a platform that simplifies learning, making it accessible to everyone. Our goal is to empower individuals on their learning journeys, irrespective of financial constraints or prior knowledge.

What it does📚

CourseCrafters is a groundbreaking platform that utilizes advanced AI technology to enable users to effortlessly create detailed courses on their preferred topics. By selecting a main topic and specifying subtopics, users let our AI engine work its magic. It sources relevant YouTube videos, generates concise summaries, creates engaging quizzes, and introduces unique features like a PDF upload option. What sets us apart is the inclusion of AI-generated mind maps, providing learners with a visual representation of their personalized course content. Users can also explore a public gallery of user-generated courses, fostering a collaborative learning community.

How we built it🏗️

Our journey began with a clear vision and the integration of cutting-edge technologies. We harnessed the capabilities of Google Palm 2 and Vertex AI to develop an AI-driven engine that curates courses from diverse information sources. Firebase played a key role in data management, ensuring seamless user experiences. Chakra UI added elegance and user-friendliness, while NodeJS powered the backend processing.

The Role of Docker 🐳

Docker played a crucial role in our project, acting as the unsung hero. It allowed us to containerize our application and its dependencies, facilitating consistent development, testing, and deployment across different environments. Docker's containerization technology ensured the smooth operation of our AI models and data integration processes, simplifying our development pipeline and saving valuable time and resources.

Challenges we ran into🤯

The creation of CourseCrafters posed challenges, with a significant one being the training and fine-tuning of our AI models for accurate video selection, summary generation, quiz creation, and mind map generation. We also navigated issues related to data integration and security. Docker proved instrumental in overcoming these challenges, providing a consistent and reproducible development and deployment environment.

Accomplishments that we're proud of🌟

CourseCrafters has exceeded our initial expectations, becoming a reliable source of knowledge for countless users. Our proudest achievement is democratizing learning, breaking down barriers to quality education. The growing library of user-generated courses, including those with PDF uploads and AI-generated mind maps, reflects the engagement of our community and the global impact we've made on learners.

What we learned🧠

Throughout this journey, we discovered the tremendous potential of AI in education. It's not just about accessibility; it's also about personalizing the learning experience for each user. Our ongoing exploration focuses on making education more engaging, interactive, and immersive.

What's next for CourseCrafters🚀

We're actively expanding our course offerings, integrating with learning management systems like Google Classroom, and enhancing the user experience. Our mission remains unchanged: to empower everyone with knowledge. We're excited to continue this journey, making education accessible, engaging, and affordable for all.

Join us on this exciting educational adventure with CourseCrafters! 📖📊🎓