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Cover image for NUGO - Knowledge Nuggets On The Go
Sumit Paul
Sumit Paul

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NUGO - Knowledge Nuggets On The Go

This is a submission for the Agent.ai Challenge: Full-Stack Agent (See Details)

What I Built

Nugo isn’t just a tool – it’s your learning agent, always ready to help you conquer new topics and boost your knowledge in minutes, wherever you are.

Imagine having a learning companion who tailors every lesson to your pace, adapts to your needs, and keeps you on track to truly understand what you’re learning. That's Nugo. Whether you're squeezing in a quick learning session during your commute, on a coffee break, or while waiting for a meeting to start, Nugo ensures that every moment spent learning is impactful.

How does it work? Simple. Choose a topic, dive into bite-sized lessons that break down complex ideas into easy-to-digest chunks, and then put your knowledge to the test with a fun, personalized quiz. Based on your responses, Nugo provides you with a score and highlights the areas where you can improve, helping you sharpen your skills and master the material—all at your own pace.

But that’s not all—once you complete your quiz, Nugo does something no other learning assistant does: it sends your results and personalized content straight to your inbox. Keep track of your progress, revisit what you’ve learned, and never lose those valuable insights you’ve worked hard to gain.

Whether you're aiming to learn a new skill, advance your career, or just discover something new, Nugo makes sure your learning journey is seamless, efficient, and rewarding—without the overwhelm. It's the perfect tool for busy learners who want to make every minute count.

Nugo: Learn smarter. Learn faster. Never forget.

Demo

You can try NUGO on Agent.ai

1. Input
NUGO input screen showing topic to learn and level option

2. Nuggets
Generated content based on users entered topic

3. Quiz to Test Your Knowledge
Quiz related to topic

4. Final Result Preview
Generated content plus quiz and score

5. Sent Data to Your Email for Future Reference and Retention
Screenshot of Gmail with data that was shown in final stage

Agent.ai Experience

Building Nugo using Agent.ai was both an exciting and challenging experience. While the platform offered significant benefits, a few limitations made development less smooth than anticipated.

Highlights:
The Agent.ai capabilities made it easy to implement personalized learning paths for users. Streamlined deployment processes allowed for quick testing and iteration.

Challenges:

  1. Performance Issues: Transitioning between stages in the Agent was noticeably slow. This impacted the overall responsiveness of the system and user experience.
  2. Limited Control for Complex Logic: The platform could not handle more complex scenarios, such as advanced loop handling and dynamic decision trees. This required workarounds, which added extra effort to the development process.
  3. Lack of Parallel Trigger Handling: The platform did not offer adequate control for triggering multiple processes in parallel, which hindered the system’s ability to handle concurrent tasks efficiently. This limitation forced us to implement less optimal solutions to manage these processes.

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Top comments (1)

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monishbasaniwal profile image
Monish Basaniwal

This is absolutely fabulous 🤩👏

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