IntelliAgent

IntelliAgent is a multimodal multi-agent AI framework that helps students study for their AP courses. Chat, practice, quiz, and discuss with it to learn everything you need to know for your AP exam!

Comment

Inspiration

In 2022, 1.2 million students in the US took AP exams. While the usage of one-on-one tutoring has soared in high-income communities since 1997, other students are left behind and have to make do with juggling several website and textbooks. During high school, we also took several AP exams and had to alternate studying from several different resources such as our textbooks, practice exams, online audio practice and many more. Our tool consolidates all of these into 1 singular website to help the AP student focus on studying for the exam.

What it does

Our core features include

  • an AI tutor chatbot
  • Custom unit quizzes
  • Custom remedial quizzes on topics you struggled with
  • Expert full-length practice exams
  • Progress tracker on each unit and topic
  • For language courses, listening and speaking practice as well as spoken conversation with AI

How we built it

We created Letta AI agents that were trained on AP course Course and Exam Description PDFs as well as practice free-response questions and their scoring guidelines. Then, we integrated VAPI so that students taking AP Spanish and French can practice conversation with the AI and learn how to answer questions for the AP exam. Finally, we used Vercel to build and deploy our user interface which is clean and readable in light and dark mode.

Challenges we ran into

Of the many challenges we ran into, one of the most prominent challenges we faced was trying to integrate the AI agent with the front-end. Since this was our first time using them, there was a steep learning curve. Similarly, integrating VAPI into the final product was difficult for the same reasons. Additionally, v0 which built the frontend, hard-coded alot of the quizzes and practice exams, so we needed to rewrite many of the files so that the final product could work.

Accomplishments that we're proud of

  • Successfully using AI agents
  • Integrating Voice-Powered AI Agents for Spanish and French
  • Deploying the final product on Vercel
  • Creating a product that would have helped us a lot back in high school and that we hope can help many more AP students in the future

What we learned

  • how to use AI agents with Letta and Voice-Powered AI agents with VAPI
  • how to debug a large project
  • how to manage a multimodal multi-agent framework

What's next for IntelliAgent

  • adding more AP courses
  • making an enterprise option for small to large-scale businesses for onboarding
  • making a teacher login so that they can upload their notes, so their students can practice

Built With

Share this project:

Updates