Pipeline
Homepage UI
Lecture Search UI
Quiz UI
Review UI
Video Search UI

Inspiration

Exam season can feel like an uphill battle—juggling lecture videos, endless notes, and the challenge of synthesizing everything into a cohesive study guide. This chaos inspired us to create AI’m Right: a solution that doesn’t just help you ace your quizzes but also revolutionizes how you process and engage with complex academic content.

What It Does

AI’m Right is a powerful Retrieval-Augmented Generation (RAG) pipeline combined with a Multimodal Indexing Engine. Its key features include: • Smart Quiz Generation: Effortlessly create customized quizzes based on your lecture materials. • Handout Creation: Transform hours of lecture content into concise, easy-to-digest handouts. • Lecture Video Search: Navigate large video archives to pinpoint specific topics or concepts in seconds.

With AI’m Right, your study time becomes more focused, efficient, and impactful.

How We Built It

Our tech stack includes: • A Streamlit-powered Python frontend for an intuitive user experience. • A Flask backend for robust performance and scalability. • Integration with leading Large Language Models (LLMs) such as Claude, OpenAI, and all-MiniLM-L6-v2. • Advanced Multimodal APIs like Marengo to process and analyze diverse data types. • Pinecone Vector Database for efficient and scalable storage and retrieval of vectorized data. • An ETL (Extract, Transform, Load) pipeline leveraging Aryn and Sycamore to preprocess, index, and manage multimodal data seamlessly. • Collaborative version control through a shared GitHub repository, ensuring smooth team workflows and proper code versioning.

Every feature was thoughtfully designed to create a seamless user experience.

Challenges We Faced

Building AI’m Right wasn’t without its hurdles: • Integrating Aryn with LangChain required extensive troubleshooting. • Handling cross-platform compatibility issues between Windows and Mac systems. • Debugging connectivity issues between APIs and ensuring a stable pipeline.

Despite these challenges, our team’s resilience and collaboration brought this project to life.

Accomplishments We’re Proud Of

• Completing a fully functional end-to-end pipeline for AI’m Right within a tight timeline.
• Successfully integrating multiple technologies to create a cohesive learning platform.
• Building a supportive and collaborative team culture that fostered innovation and productivity.

What We Learned

This journey taught us invaluable lessons: • Mastery of new tools and frameworks like Aryn, Sycamore, and Pinecone. • The importance of time management and respecting team members’ schedules. • The value of mutual support and collaboration in overcoming complex challenges.

What’s Next for AI’m Right?

We’re just getting started! Here’s what’s on the horizon: • Scalability: Expanding the platform for use by thousands of concurrent users. • Enhanced Querying: Developing more sophisticated indexing systems for even larger document and video datasets. • Seamless User Experience: Refining the interface to ensure accessibility and ease of use for diverse learners.

With AI’m Right, we envision a future where no learner feels left behind. Stay tuned as we continue to innovate and transform education!