"NotebookLM helps you study - StudyBuddy makes sure you actually understand."

StudyBuddy is an AI-powered learning system that evaluates how deeply a student understands a concept, not just whether they can produce a correct answer.

Instead of passive learning through summaries, StudyBuddy creates an interactive feedback loop that challenges thinking, detects weaknesses, and actively improves learning.

Today's students rely heavily on AI tools to:

• Summarize notes
• Generate answers
• Explain concepts

But there's a major gap:

❗ Students can get the right answer without truly understanding it.

This leads to:

• Surface-level learning
• Poor retention
• Weak problem-solving skills

StudyBuddy transforms learning into an active, adaptive process.

It doesn't just give answers — it:

• ✅ Evaluates your thinking
• ✅ Challenges your understanding
• ✅ Identifies your weak areas
• ✅ Guides you to improve

• Two students answer the same question
• AI compares both responses
• Evaluates: Correctness · Reasoning Depth · Clarity
• Reveals: 👉 "Same answer, different depth"

• AI asks follow-up questions targeting weak points
• Mimics interviews and oral exams
• Forces students to defend their answers
• Provides verdict:
  • ✅ Gap closed
  • ⚠️ Partial understanding
  • ❌ Study this more

• Identifies exactly what the student doesn't understand
• Labels gaps like:
  • Surface-level understanding
  • Lacks causal reasoning
• Tracks weaknesses over time

• Generates a personalized study plan
• Focuses on weak areas
• Updates dynamically based on performance

• Provides strengths & weaknesses
• Readiness score & topic coverage
• Comparative ranking

👉 StudyBuddy focuses on how you think, not just what you know.

Answer → Evaluate → Detect Gaps → Challenge → Improve

1. Student answers a question
2. AI evaluates reasoning depth
3. Weak areas are identified
4. AI challenges with follow-up questions
5. Student defends answer
6. AI evaluates again
7. Personalized study plan is generated

1. Clone the repository

git clone https://github.com/MansiSuryawanshi/StudyBuddy.git
cd StudyBuddy

2. Install dependencies

npm install

3. Setup environment variables

Frontend .env:

VITE_API_BASE_URL=http://localhost:3001

Backend .env:

ANTHROPIC_API_KEY=your_api_key_here

4. Run the project

Frontend:

npm run dev

Backend:

node server.js

1. Answer a question
2. Compare responses
3. See reasoning depth analysis
4. Get challenged with follow-up questions
5. Receive personalized study plan
6. Track readiness score and ranking

• Designing AI prompts for structured reasoning evaluation
• Building secure AI integrations
• Creating interactive AI experiences
• Understanding the difference between generating vs evaluating answers

• Ensuring consistent JSON responses from AI
• Designing prompts to detect reasoning depth
• Managing multi-step UI state
• Building smooth UX with animations

Most students memorize — few truly understand.

StudyBuddy changes that by:

• Encouraging deep thinking
• Identifying real conceptual gaps
• Providing actionable improvement

• Real-time collaboration
• Advanced ranking systems
• LMS integrations
• Voice-based AI assistant

Built with ❤️ at a hackathon

To build an AI system that doesn't just assist learning — but actively improves how people think.

🔥 "Learning isn't about getting the right answer, it's about understanding why it's right."