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  When you first enter buddy

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  Sign in/up page

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  Main interface

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  Flashcard maker based on study resource

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  Chat with your notes

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  Graphs for each subject

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  Uploading homework for XP page

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  Uploading study materials page

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  Proof that the agent actually sends email reminders

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  Pending tasks page (under calendar)

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  Graphs of performance in tests and other statistics

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  Calendar page to set homeworks

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  Homework helping agent

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  Sites that are cited in the research done by the agent

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  Flowchart maker based on study resource

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  Research information in homework helper

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  Edit email settings to send you emails everyday

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  Quizzes with buddy

Inspiration

Students often struggle to stay organized, revise effectively, and track their academic progress. Many tools solve only one part of the studying process, but very few combine planning, learning, research, analytics, and gamification into one seamless AI-powered system.
Study Buddy was created to change that — a complete automated study ecosystem powered by intelligent agents.

What It Does

Study Buddy is an all-in-one AI platform that helps students learn faster, stay consistent, and track their progress. It provides:

📘 Study Materials

• Upload notes, PDFs, images, or documents
  
• Automatically generate flashcards, flowcharts, and quizzes
  
• “Ask Your Notes” — chat directly with uploaded material
  

📅 Study Planner

• A visual task & test calendar
  
• Automated daily email reminders via an agent
  
• Displays all upcoming tasks clearly
  
• Fixes implemented:
  • Ensures tests appear correctly
    
  • Removes incorrect highlighted dates
    

📨 Daily Email Agent

• Sends daily summaries and reminders
  
• Generates detailed pending-work reports
  
• Runs automatically without manual triggers
  

📝 Homework Helper

• Students upload homework for XP
  
• AI analyzes the file and provides:
  • Relevant concepts
    
  • Step-by-step hints
    
  • Partial guidance without revealing full answers (unless permitted)

📊 Progress & Analytics

• 7-day performance graph
  
• Subject-wise breakdown
  
• XP-based gamification
  
• Fixes implemented:
  • Analytics made responsive, accurate, and consistent
    

🔍 Research Agent

• Performs deep, structured research
  
• Returns fact-checked, cited explanations
  
• Ensures learning is based on verified sources, not guesses
  

How We Built It

• Built using Lovable for rapid development and agent workflow management
  
• Integrated multiple specialized AI agents:
  • Formatting Agent — generates clean answers, flashcards, flowcharts
    
  • Research Agent — performs reliable fact-checked research
    
  • Email Agent — sends automated daily reminders
    
  • Homework Analysis Agent — provides hint-based homework support
    
  • Planner Agent — manages calendar entries & pending-work reporting
    
• Implemented file storage for notes and homework uploads
  
• Added XP-based gamification across the platform
  

Challenges We Ran Into

• Making the email agent run daily without manual triggers
  
• Fixing the planner system:
  • Tests not appearing
    
  • Wrong dates being highlighted
    
  • Generating full pending-work reports
    
• Preventing agent conflicts when multiple agents run simultaneously
  
• Ensuring consistently formatted flowcharts and flashcards
  
• Syncing analytics with actual study activity
  

Accomplishments We’re Proud Of

• Fully working flowchart generator
  
• Accurate flashcard and quiz creator
  
• A reliable, automated daily email-sending agent
  
• Smooth upload system for notes and homework
  
• “Chat with your notes” functionality
  
• Integrated research with citations
  
• A gamified dashboard with XP and levels
  

What We Learned

• Coordinating multiple AI agents in a unified workflow
  
• Managing automated schedules and background tasks
  
• Processing and using user-uploaded learning material
  
• Designing educational tools that stay clean, structured, and helpful
  
• Building complex automation while maintaining simple UX
  

What's Next for Study Buddy

• Launch the Parent Dashboard
  
• Add long-term analytics (streaks, trends, weak-area detection)
  
• Introduce voice-based study mode
  
• Build full test-preparation flows
  
• Add AI-generated personalized study plans
  
• Enhance the Homework Helper to detect misunderstandings & suggest revision content
  

Built With

• lovable
• react
• shadcn-ui
• tailwind
• typescript
• vite